,
Jakub Nowosad [aut] ,
Molly Reif [aut] ,
Erich Emery [aut],
U.S. Army Corps of Engineers [fnd]| Title: | Satellite Derived Water Quality Detection Algorithms |
|---|---|
| Description: | The main purpose of waterquality is to quickly and easily convert satellite-based reflectance imagery into one or many well-known water quality algorithms designed for the detection of harmful algal blooms or the following pigment proxies: chlorophyll-a, blue-green algae (phycocyanin), and turbidity. Johansen et al. (2019) <doi:10.21079/11681/35053>. |
| Authors: | Richard Johansen [aut, cre] ,
Jakub Nowosad [aut] ,
Molly Reif [aut] ,
Erich Emery [aut],
U.S. Army Corps of Engineers [fnd] |
| Maintainer: | Richard Johansen <[email protected]> |
| License: | MIT + file LICENSE |
| Version: | 1.0.0 |
| Built: | 2025-02-18 05:28:09 UTC |
| Source: | https://github.com/rajohansen/waterquality |
Applies the Al10SABI algorithm
Al10SABI(w857, w644, w458, w529)Al10SABI(w857, w644, w458, w529)
w857 |
numeric. Value at wavelength of 857 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
w529 |
numeric. Value at wavelength of 529 nm |
SpatRaster or numeric
Alawadi, F. Detection of surface algal blooms using the newly developed algorithm surface algal bloom index (SABI). Proc. SPIE 2010, 7825.
Other algorithms:
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Am092Bsub algorithm
Am092Bsub(w681, w665)Am092Bsub(w681, w665)
w681 |
numeric. Value at wavelength of 681 nm |
w665 |
numeric. Value at wavelength of 665 nm |
SpatRaster or numeric
Amin, R.; Zhou, J.; Gilerson, A.; Gross, B.; Moshary, F.; Ahmed, S. Novel optical techniques for detecting and classifying toxic dinoflagellate Karenia brevis blooms using satellite imagery. Opt. Express 2009, 17, 9126–9144.
Other algorithms:
Al10SABI(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Am09KBBI algorithm
Am09KBBI(w686, w658)Am09KBBI(w686, w658)
w686 |
numeric. Value at wavelength of 686 nm |
w658 |
numeric. Value at wavelength of 658 nm |
SpatRaster or numeric
Amin, R.; Zhou, J.; Gilerson, A.; Gross, B.; Moshary, F.; Ahmed, S.; Novel optical techniques for detecting and classifying toxic dinoflagellate Karenia brevis blooms using satellite imagery, Optics Express, 2009, 17, 11, 1-13.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be162B643sub629 algorithm
Be162B643sub629(w644, w629)Be162B643sub629(w644, w629)
w644 |
numeric. Value at wavelength of 644 nm |
w629 |
numeric. Value at wavelength of 729 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be162B700sub601 algorithm
Be162B700sub601(w700, w601)Be162B700sub601(w700, w601)
w700 |
numeric. Value at wavelength of 700 nm |
w601 |
numeric. Value at wavelength of 601 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be162BsubPhy algorithm
Be162BsubPhy(w715, w615)Be162BsubPhy(w715, w615)
w715 |
numeric. Value at wavelength of 715 nm |
w615 |
numeric. Value at wavelength of 615 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHblue_LS8 algorithm
Be16FLHblue_LS8(w529, w644, w458)Be16FLHblue_LS8(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHblue_MERIS algorithm
Be16FLHblue_MERIS(w529, w644, w458)Be16FLHblue_MERIS(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHblue_OLCI algorithm
Be16FLHblue_OLCI(w529, w644, w458)Be16FLHblue_OLCI(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHblue_S2 algorithm
Be16FLHblue_S2(w529, w644, w458)Be16FLHblue_S2(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHblue_WV2 algorithm
Be16FLHblue_WV2(w529, w644, w458)Be16FLHblue_WV2(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHBlueRedNIR_LS8 algorithm
Be16FLHBlueRedNIR_LS8(w658, w857, w458)Be16FLHBlueRedNIR_LS8(w658, w857, w458)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHBlueRedNIR_MERIS algorithm
Be16FLHBlueRedNIR_MERIS(w658, w857, w458)Be16FLHBlueRedNIR_MERIS(w658, w857, w458)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHBlueRedNIR_OLCI algorithm
Be16FLHBlueRedNIR_OLCI(w658, w857, w458)Be16FLHBlueRedNIR_OLCI(w658, w857, w458)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHBlueRedNIR_S2 algorithm
Be16FLHBlueRedNIR_S2(w658, w857, w458)Be16FLHBlueRedNIR_S2(w658, w857, w458)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHBlueRedNIR_WV2 algorithm
Be16FLHBlueRedNIR_WV2(w658, w857, w458)Be16FLHBlueRedNIR_WV2(w658, w857, w458)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHGreenRedNIR_LS8 algorithm
Be16FLHGreenRedNIR_LS8(w658, w857, w558)Be16FLHGreenRedNIR_LS8(w658, w857, w558)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHGreenRedNIR_MERIS algorithm
Be16FLHGreenRedNIR_MERIS(w658, w857, w558)Be16FLHGreenRedNIR_MERIS(w658, w857, w558)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHGreenRedNIR_OLCI algorithm
Be16FLHGreenRedNIR_OLCI(w658, w857, w558)Be16FLHGreenRedNIR_OLCI(w658, w857, w558)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHGreenRedNIR_S2 algorithm
Be16FLHGreenRedNIR_S2(w658, w857, w558)Be16FLHGreenRedNIR_S2(w658, w857, w558)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHGreenRedNIR_WV2 algorithm
Be16FLHGreenRedNIR_WV2(w658, w857, w558)Be16FLHGreenRedNIR_WV2(w658, w857, w558)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHviolet_LS8 algorithm
Be16FLHviolet_LS8(w529, w644, w458)Be16FLHviolet_LS8(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHviolet_MERIS algorithm
Be16FLHviolet_MERIS(w529, w644, w458)Be16FLHviolet_MERIS(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHviolet_OLCI algorithm
Be16FLHviolet_OLCI(w529, w644, w458)Be16FLHviolet_OLCI(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHviolet_S2 algorithm
Be16FLHviolet_S2(w529, w644, w458)Be16FLHviolet_S2(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHviolet_WV2 algorithm
Be16FLHviolet_WV2(w529, w644, w458)Be16FLHviolet_WV2(w529, w644, w458)
w529 |
numeric. Value at wavelength of 529 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w458 |
numeric. Value at wavelength of 429 nm |
SpatRaster or numeric
Beck, R.A. and 22 others; Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations, Remote Sens. Environ., 2016, 178, 15-30.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHVioletRedNIR_LS8 algorithm
Be16FLHVioletRedNIR_LS8(w658, w857, w444)Be16FLHVioletRedNIR_LS8(w658, w857, w444)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHVioletRedNIR_MERIS algorithm
Be16FLHVioletRedNIR_MERIS(w658, w857, w444)Be16FLHVioletRedNIR_MERIS(w658, w857, w444)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHVioletRedNIR_OLCI algorithm
Be16FLHVioletRedNIR_OLCI(w658, w857, w444)Be16FLHVioletRedNIR_OLCI(w658, w857, w444)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHVioletRedNIR_S2 algorithm
Be16FLHVioletRedNIR_S2(w658, w857, w444)Be16FLHVioletRedNIR_S2(w658, w857, w444)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16FLHVioletRedNIR_WV2 algorithm
Be16FLHVioletRedNIR_WV2(w658, w857, w444)Be16FLHVioletRedNIR_WV2(w658, w857, w444)
w658 |
numeric. Value at wavelength of 658 nm |
w857 |
numeric. Value at wavelength of 857 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16NDPhyI algorithm
Be16NDPhyI(w700, w622)Be16NDPhyI(w700, w622)
w700 |
numeric. Value at wavelength of 700 nm |
w622 |
numeric. Value at wavelength of 622 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16NDPhyI644over615 algorithm
Be16NDPhyI644over615(w644, w615)Be16NDPhyI644over615(w644, w615)
w644 |
numeric. Value at wavelength of 644 nm |
w615 |
numeric. Value at wavelength of 615 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16NDPhyI644over629 algorithm
Be16NDPhyI644over629(w644, w629)Be16NDPhyI644over629(w644, w629)
w644 |
numeric. Value at wavelength of 644 nm |
w629 |
numeric. Value at wavelength of 629 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16NDTIblue algorithm
Be16NDTIblue(w658, w458)Be16NDTIblue(w658, w458)
w658 |
numeric. Value at wavelength of 658 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16NDTIviolet algorithm
Be16NDTIviolet(w658, w444)Be16NDTIviolet(w658, w444)
w658 |
numeric. Value at wavelength of 658 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Be16Phy2BDA644over629 algorithm
Be16Phy2BDA644over629(w644, w629)Be16Phy2BDA644over629(w644, w629)
w644 |
numeric. Value at wavelength of 644 nm |
w629 |
numeric. Value at wavelength of 629 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Da052BDA algorithm
Da052BDA(w714, w672)Da052BDA(w714, w672)
w714 |
numeric. Value at wavelength of 714 nm |
w672 |
numeric. Value at wavelength of 672 nm |
SpatRaster or numeric
Wynne, T. T., Stumpf, R. P., Tomlinson, M. C., Warner, R. A., Tester, P. A., Dyble, J.; Relating spectral shape to cyanobacterial blooms in the Laurentian Great Lakes. Int. J. Remote Sens., 2008, 29, 3665–3672.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the De933BDA algorithm
De933BDA(w600, w648, w625)De933BDA(w600, w648, w625)
w600 |
numeric. Value at wavelength of 600 nm |
w648 |
numeric. Value at wavelength of 648 nm |
w625 |
numeric. Value at wavelength of 625 nm |
SpatRaster or numeric
Dekker, A.; Detection of the optical water quality parameters for eutrophic waters by high resolution remote sensing, Ph.D. thesis, 1993, Free University, Amsterdam.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
The function runs a linear model on a single water quality parameter and a water quality algorithm and returns a data frame containing the following: r^2, p-value, slope, and intercept of the model
extract_lm(parameter, algorithm, df)extract_lm(parameter, algorithm, df)
parameter |
A string specifying water quality parameter |
algorithm |
A string specifying water quality algorithm |
df |
data frame containing the values for parameter and algorithm arguments |
A data frame of the model results
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Other extract_lm:
extract_lm_cv_all(),
extract_lm_cv_multi(),
extract_lm_cv()
The function runs a linear model on a single water quality parameter and a water quality algorithm and conducts a k-folds cross validation, which returns a data frame containing the following: The r^2, p-value, slope, intercept of the global lm model & average r^2, average RMSE, average MAE from the crossvalidated model
extract_lm_cv( parameter, algorithm, df, train_method = "lm", control_method = "repeatedcv", folds = 3, nrepeats = 5 )extract_lm_cv( parameter, algorithm, df, train_method = "lm", control_method = "repeatedcv", folds = 3, nrepeats = 5 )
parameter |
water quality parameter |
algorithm |
water quality algorithm |
df |
data frame containing the values for parameter and algorithm arguments |
train_method |
A string specifying which classification or regression model to use (Default = "lm"). See ?caret::train for more details |
control_method |
A string specifying the resampling method (Default = "repeatedcv"). See ?caret::trainControl for more details |
folds |
the number of folds to be used in the cross validation model |
nrepeats |
the number of iterations to be used in the cross validation model |
A data frame of the model results
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan and Tyler Hunt. (2018). caret: Classification and Regression Training. R package version 6.0-81. https://CRAN.R-project.org/package=caret
Other extract_lm:
extract_lm_cv_all(),
extract_lm_cv_multi(),
extract_lm()
The function runs a linear model on a list of x and list of y variables and conducts a k-folds cross validation, which returns a data frame containing the following: The r^2, p-value, slope, intercept of the global lm model & average r^2, average RMSE, average MAE from the crossvalidated model
extract_lm_cv_all( parameters, df, train_method = "lm", control_method = "repeatedcv", folds = 3, nrepeats = 5 )extract_lm_cv_all( parameters, df, train_method = "lm", control_method = "repeatedcv", folds = 3, nrepeats = 5 )
parameters |
the list of dependent variables to be evaluated |
df |
data frame containing the values for parameter and algorithm arguments |
train_method |
A string specifying which classification or regression model to use (Default = "lm"). See ?caret::train for more details |
control_method |
A string specifying the resampling method (Default = "repeatedcv"). See ?caret::trainControl for more details |
folds |
the number of folds to be used in the cross validation model |
nrepeats |
the number of iterations to be used in the cross validation model |
A data frame of the model results
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan and Tyler Hunt. (2018). caret: Classification and Regression Training. R package version 6.0-81. https://CRAN.R-project.org/package=caret
Other extract_lm:
extract_lm_cv_multi(),
extract_lm_cv(),
extract_lm()
The function runs a linear model on a list of x and list of y variables and conducts a k-folds cross validation, which returns a data frame containing the following: The r^2, p-value, slope, intercept of the global lm model & average r^2, average RMSE, average MAE from the crossvalidated model
extract_lm_cv_multi( parameters, algorithms, df, train_method = "lm", control_method = "repeatedcv", folds = 3, nrepeats = 5 )extract_lm_cv_multi( parameters, algorithms, df, train_method = "lm", control_method = "repeatedcv", folds = 3, nrepeats = 5 )
parameters |
the list of a water quality parameters to be evaluated |
algorithms |
the list of water quality algorithms to be evaluated |
df |
data frame containing the values for parameters and algorithms arguments |
train_method |
A string specifying which classification or regression model to use (Default = "lm"). See ?caret::train for more details |
control_method |
A string specifying the resampling method (Default = "repeatedcv"). See ?caret::trainControl for more details |
folds |
the number of folds to be used in the cross validation model |
nrepeats |
the number of iterations to be used in the cross validation model |
A data frame of the model results
Johansen, Richard; et al. (2018). Evaluating the portability of satellite derived chlorophyll-a algorithms for temperate inland lakes using airborne hyperspectral imagery and dense surface observations. Harmful Algae. 76. 10.1016/j.hal.2018.05.001.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan and Tyler Hunt. (2018). caret: Classification and Regression Training. R package version 6.0-81. https://CRAN.R-project.org/package=caret
Other extract_lm:
extract_lm_cv_all(),
extract_lm_cv(),
extract_lm()
Applies the Gi033BDA algorithm
Gi033BDA(w672, w715, w757)Gi033BDA(w672, w715, w757)
w672 |
numeric. Value at wavelength of 672 nm |
w715 |
numeric. Value at wavelength of 715 nm |
w757 |
numeric. Value at wavelength of 757 nm |
SpatRaster or numeric
Gitelson, A.A.; U. Gritz, and M. N. Merzlyak.; Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. J. Plant Phys. 2003, 160, 271-282.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Go04MCI algorithm
Go04MCI(w709, w681, w753)Go04MCI(w709, w681, w753)
w709 |
numeric. Value at wavelength of 709 nm |
w681 |
numeric. Value at wavelength of 681 nm |
w753 |
numeric. Value at wavelength of 753 nm |
SpatRaster or numeric
Gower, J.F.R.; Brown,L.; Borstad, G.A.; Observation of chlorophyll fluorescence in west coast waters of Canada using the MODIS satellite sensor. Can. J. Remote Sens., 2004, 30 (1), 17–25.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the HU103BDA algorithm
HU103BDA(w615, w600, w725)HU103BDA(w615, w600, w725)
w615 |
numeric. Value at wavelength of 615 nm |
w600 |
numeric. Value at wavelength of 600 nm |
w725 |
numeric. Value at wavelength of 725 nm |
SpatRaster or numeric
Hunter, P.D.; Tyler, A.N.; Willby, N.J.; Gilvear, D.J.; The spatial dynamics of vertical migration by Microcystis aeruginosa in a eutrophic shallow lake: A case study using high spatial resolution time-series airborne remote sensing. Limn. Oceanogr. 2008, 53, 2391-2406.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the Kn07KIVU algorithm
Kn07KIVU(w458, w644, w529)Kn07KIVU(w458, w644, w529)
w458 |
numeric. Value at wavelength of 458 nm |
w644 |
numeric. Value at wavelength of 644 nm |
w529 |
numeric. Value at wavelength of 529 nm |
SpatRaster or numeric
Kneubuhler, M.; Frank T.; Kellenberger, T.W; Pasche N.; Schmid M.; Mapping chlorophyll-a in Lake Kivu with remote sensing methods. 2007, Proceedings of the Envisat Symposium 2007, Montreux, Switzerland 23–27 April 2007 (ESA SP-636, July 2007).
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
This function wraps the tmap package to help users generate fast and simple data visualization of their WQ_calc raster output along with optional geospatial objects and histogram
Map_WQ_raster( WQ_raster, sample_points, map_title, raster_style = "quantile", histogram = TRUE )Map_WQ_raster( WQ_raster, sample_points, map_title, raster_style = "quantile", histogram = TRUE )
WQ_raster |
Raster file generated from |
sample_points |
geospatial file (.shp or .gpkg) containing sampling locations |
map_title |
text used to generate title of map |
raster_style |
method to process the color scale when col is a numeric variable. Please refer to the style argument in the ?tmap::tm_raster() function for more details (Default is "quantile"). |
histogram |
Option to add or remove a histogram of the data values. (Default is TRUE) |
A data visualization of the results
Applies the MI092BDA algorithm
MI092BDA(w700, w600)MI092BDA(w700, w600)
w700 |
numeric. Value at wavelength of 700 nm |
w600 |
numeric. Value at wavelength of 600 nm |
SpatRaster or numeric
Mishra, S.; Mishra, D.R.; Schluchter, W. M., A novel algorithm for predicting PC concentrations in cyanobacteria: A proximal hyperspectral remote sensing approach. Remote Sens., 2009, 1, 758–775.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the MM092BDA algorithm
MM092BDA(w724, w600)MM092BDA(w724, w600)
w724 |
numeric. Value at wavelength of 724 nm |
w600 |
numeric. Value at wavelength of 600 nm |
SpatRaster or numeric
Mishra, S.; Mishra, D.R.; Schluchter, W. M., A novel algorithm for predicting PC concentrations in cyanobacteria: A proximal hyperspectral remote sensing approach. Remote Sens., 2009, 1, 758–775.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the MM12NDCI algorithm
MM12NDCI(w715, w686)MM12NDCI(w715, w686)
w715 |
numeric. Value at wavelength of 714 nm |
w686 |
numeric. Value at wavelength of 686 nm |
SpatRaster or numeric
Mishra, S.; and Mishra, D.R. Normalized difference chlorophyll index: A novel model for remote estimation of chlorophyll-a concentration in turbid productive waters, Remote Sens. Environ., 2012, 117, 394-406.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the MM12NDCIalt algorithm
MM12NDCIalt(w700, w658)MM12NDCIalt(w700, w658)
w700 |
numeric. Value at wavelength of 700 nm |
w658 |
numeric. Value at wavelength of 658 nm |
SpatRaster or numeric
Mishra, S.; Mishra, D.R.; A novel remote sensing algorithm to quantify phycocyanin in cyanobacterial algal blooms, Env. Res. Lett., 2014, 9 (11), DOI:10.1088/1748-9326/9/11/114003
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the MM143BDAopt algorithm
MM143BDAopt(w629, w659, w724)MM143BDAopt(w629, w659, w724)
w629 |
numeric. Value at wavelength of 629 nm |
w659 |
numeric. Value at wavelength of 659 nm |
w724 |
numeric. Value at wavelength of 724 nm |
SpatRaster or numeric
Mishra, S.; Mishra, D.R.; A novel remote sensing algorithm to quantify phycocyanin in cyanobacterial algal blooms, Env. Res. Lett., 2014, 9 (11), DOI:10.1088/1748-9326/9/11/114003
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the SI052BDA algorithm
SI052BDA(w709, w620)SI052BDA(w709, w620)
w709 |
numeric. Value at wavelength of 709 nm |
w620 |
numeric. Value at wavelength of 620 nm |
SpatRaster or numeric
Simis, S. G. H.; Peters, S.W. M.; Gons, H. J.; Remote sensing of the cyanobacteria pigment phycocyanin in turbid inland water. Limn. Oceanogr., 2005, 50, 237–245.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the SM122BDA algorithm
SM122BDA(w709, w600)SM122BDA(w709, w600)
w709 |
numeric. Value at wavelength of 709 nm |
w600 |
numeric. Value at wavelength of 600 nm |
SpatRaster or numeric
Mishra, S. Remote sensing of cyanobacteria in turbid productive waters, PhD Dissertation. Mississippi State University, USA. 2012.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the SY002BDA algorithm
SY002BDA(w650, w625)SY002BDA(w650, w625)
w650 |
numeric. Value at wavelength of 650 nm |
w625 |
numeric. Value at wavelength of 625 nm |
SpatRaster or numeric
Schalles, J.; Yacobi, Y. Remote detection and seasonal patterns of phycocyanin, carotenoid and chlorophyll-a pigments in eutrophic waters. Archiv fur Hydrobiologie, Special Issues Advances in Limnology, 2000, 55,153–168.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbBe16GreenPlusRedBothOverViolet algorithm
TurbBe16GreenPlusRedBothOverViolet(w558, w658, w444)TurbBe16GreenPlusRedBothOverViolet(w558, w658, w444)
w558 |
numeric. Value at wavelength of 558 nm |
w658 |
numeric. Value at wavelength of 658 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbBe16RedOverViolet algorithm
TurbBe16RedOverViolet(w658, w444)TurbBe16RedOverViolet(w658, w444)
w658 |
numeric. Value at wavelength of 658 nm |
w444 |
numeric. Value at wavelength of 444 nm |
SpatRaster or numeric
Beck, R.; Xu, M.; Zhan, S.; Liu, H.; Johansen, R.A.; Tong, S.; Yang, B.; Shu, S.; Wu, Q.; Wang, S.; Berling, K.; Murray, A.; Emery, E.; Reif, M.; Harwood, J.; Young, J.; Martin, M.; Stillings, G.; Stumpf, R.; Su, H.; Ye, Z.; Huang, Y. Comparison of Satellite Reflectance Algorithms for Estimating Phycocyanin Values and Cyanobacterial Total Biovolume in a Temperate Reservoir Using Coincident Hyperspectral Aircraft Imagery and Dense Coincident Surface Observations. Remote Sens. 2017, 9, 538.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbBow06RedOverGreen algorithm
TurbBow06RedOverGreen(w658, w558)TurbBow06RedOverGreen(w658, w558)
w658 |
numeric. Value at wavelength of 658 nm |
w558 |
numeric. Value at wavelength of 558 nm |
SpatRaster or numeric
Bowers, D. G., and C. E. Binding. 2006. The Optical Properties of Mineral Suspended Particles: A Review and Synthesis.” Estuarine Coastal and Shelf Science 67 (1–2): 219–230. doi:10.1016/j.ecss.2005.11.010.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbChip09NIROverGreen algorithm
TurbChip09NIROverGreen(w857, w558)TurbChip09NIROverGreen(w857, w558)
w857 |
numeric. Value at wavelength of 857 nm |
w558 |
numeric. Value at wavelength of 558 nm |
SpatRaster or numeric
Chipman, J. W.; Olmanson, L.G.; Gitelson, A.A.; Remote sensing methods for lake management: A guide for resource managers and decision-makers. 2009, Developed by the North American Lake Management Society in collaboration with Dartmouth College, University of Minnesota, and University of Nebraska for the United States Environmental Protection Agency.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbDox02NIRoverRed algorithm
TurbDox02NIRoverRed(w857, w658)TurbDox02NIRoverRed(w857, w658)
w857 |
numeric. Value at wavelength of 857 nm |
w658 |
numeric. Value at wavelength of 658 nm |
SpatRaster or numeric
Doxaran, D., Froidefond, J.-M.; Castaing, P. ; A reflectance band ratio used to estimate suspended matter concentrations in sediment-dominated coastal waters, Remote Sens., 2002, 23, 5079-5085.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbFrohn09GreenPlusRedBothOverBlue algorithm
TurbFrohn09GreenPlusRedBothOverBlue(w558, w658, w458)TurbFrohn09GreenPlusRedBothOverBlue(w558, w658, w458)
w558 |
numeric. Value at wavelength of 558 nm |
w658 |
numeric. Value at wavelength of 658 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Frohn, R. C., & Autrey, B. C. (2009). Water quality assessment in the Ohio River using new indices for turbidity and chlorophyll-a with Landsat-7 Imagery. Draft Internal Report, U.S. Environmental Protection Agency.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbHarr92NIR algorithm
TurbHarr92NIR(w857)TurbHarr92NIR(w857)
w857 |
numeric. Value at wavelength of 857 nm |
SpatRaster or numeric
Schiebe F.R., Harrington J.A., Ritchie J.C. Remote-Sensing of Suspended Sediments—the Lake Chicot, Arkansas Project. Int. J. Remote Sens. 1992;13:1487–1509.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbLath91RedOverBlue(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbLath91RedOverBlue algorithm
TurbLath91RedOverBlue(w658, w458)TurbLath91RedOverBlue(w658, w458)
w658 |
numeric. Value at wavelength of 658 nm |
w458 |
numeric. Value at wavelength of 458 nm |
SpatRaster or numeric
Lathrop, R. G., Jr., T. M. Lillesand, and B. S. Yandell, 1991. Testing the utility of simple multi-date Thematic Mapper calibration algorithms for monitoring turbid inland waters. International Journal of Remote Sensing
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbMoore80Red(),
Wy08CI()
Applies the TurbMoore80Red algorithm
TurbMoore80Red(w658)TurbMoore80Red(w658)
w658 |
numeric. Value at wavelength of 658 nm |
SpatRaster or numeric
Moore, G.K., Satellite remote sensing of water turbidity, Hydrological Sciences, 1980, 25, 4, 407-422.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
Wy08CI()
A dataset containing the information about the water quality algorithms
wq_algorithmswq_algorithms
A tibble with 91 rows and 4 variables:
name: algorithm name
funs: algorithm function
satellite: satellite/instrument name ("worldview2", "sentinel2", "landsat8", "modis", or "meris")
bands: list of the bands used from the given satellite/instrument
Calculates a set of water quality indices
wq_calc(terraRast, alg = "all", sat, ...)wq_calc(terraRast, alg = "all", sat, ...)
terraRast |
Terra SpatRaster containing a satellite data |
alg |
Name (e.g. |
sat |
Name of the satellite or instrument ("worldview2", "sentinel2", "landsat8", "modis", "meris", or "OLCI") |
... |
Other arguments passed on to |
SpatRaster
library(terra) # sentinel2 example s2 = terra::rast(system.file("raster/S2_Harsha.tif", package = "waterquality")) s2_Al10SABI = wq_calc(s2, alg = "Al10SABI", sat = "sentinel2") s2_two_alg = wq_calc(s2, alg = c("TurbChip09NIROverGreen", "Am092Bsub"), sat = "sentinel2") ## Not run: ( s2_wq = wq_calc(s2, alg = "all", sat = "sentinel2") # landsat8 example l8 = terra::rast(system.file("raster/L8_Taylorsville.tif", package = "waterquality")) l8_wq = wq_calc(s2, alg = "all", sat = "landsat8") ) ## End(Not run)library(terra) # sentinel2 example s2 = terra::rast(system.file("raster/S2_Harsha.tif", package = "waterquality")) s2_Al10SABI = wq_calc(s2, alg = "Al10SABI", sat = "sentinel2") s2_two_alg = wq_calc(s2, alg = c("TurbChip09NIROverGreen", "Am092Bsub"), sat = "sentinel2") ## Not run: ( s2_wq = wq_calc(s2, alg = "all", sat = "sentinel2") # landsat8 example l8 = terra::rast(system.file("raster/L8_Taylorsville.tif", package = "waterquality")) l8_wq = wq_calc(s2, alg = "all", sat = "landsat8") ) ## End(Not run)
Applies the Wy08CI algorithm
Wy08CI(w681, w665, w709)Wy08CI(w681, w665, w709)
w681 |
numeric. Value at wavelength of 681 nm |
w665 |
numeric. Value at wavelength of 665 nm |
w709 |
numeric. Value at wavelength of 709 nm |
SpatRaster or numeric
Wynne, T. T., Stumpf, R. P., Tomlinson, M. C., Warner, R. A., Tester, P. A., Dyble, J.; Relating spectral shape to cyanobacterial blooms in the Laurentian Great Lakes. Int. J. Remote Sens., 2008, 29, 3665–3672.
Other algorithms:
Al10SABI(),
Am092Bsub(),
Am09KBBI(),
Be162B643sub629(),
Be162B700sub601(),
Be162BsubPhy(),
Be16FLHBlueRedNIR_LS8(),
Be16FLHBlueRedNIR_MERIS(),
Be16FLHBlueRedNIR_OLCI(),
Be16FLHBlueRedNIR_S2(),
Be16FLHBlueRedNIR_WV2(),
Be16FLHGreenRedNIR_LS8(),
Be16FLHGreenRedNIR_MERIS(),
Be16FLHGreenRedNIR_OLCI(),
Be16FLHGreenRedNIR_S2(),
Be16FLHGreenRedNIR_WV2(),
Be16FLHVioletRedNIR_LS8(),
Be16FLHVioletRedNIR_MERIS(),
Be16FLHVioletRedNIR_OLCI(),
Be16FLHVioletRedNIR_S2(),
Be16FLHVioletRedNIR_WV2(),
Be16FLHblue_LS8(),
Be16FLHblue_MERIS(),
Be16FLHblue_OLCI(),
Be16FLHblue_S2(),
Be16FLHblue_WV2(),
Be16FLHviolet_LS8(),
Be16FLHviolet_MERIS(),
Be16FLHviolet_OLCI(),
Be16FLHviolet_S2(),
Be16FLHviolet_WV2(),
Be16NDPhyI644over615(),
Be16NDPhyI644over629(),
Be16NDPhyI(),
Be16NDTIblue(),
Be16NDTIviolet(),
Be16Phy2BDA644over629(),
Da052BDA(),
De933BDA(),
Gi033BDA(),
Go04MCI(),
HU103BDA(),
Kn07KIVU(),
MI092BDA(),
MM092BDA(),
MM12NDCIalt(),
MM12NDCI(),
MM143BDAopt(),
SI052BDA(),
SM122BDA(),
SY002BDA(),
TurbBe16GreenPlusRedBothOverViolet(),
TurbBe16RedOverViolet(),
TurbBow06RedOverGreen(),
TurbChip09NIROverGreen(),
TurbDox02NIRoverRed(),
TurbFrohn09GreenPlusRedBothOverBlue(),
TurbHarr92NIR(),
TurbLath91RedOverBlue(),
TurbMoore80Red()