Publications Citing AVIRIS-NG Data

List of peer-reviewed publications that cite using AVIRIS-NG data.

Title	Year Sort ascending	Author	Topic	Dataset
Topography and functional traits shape the distribution of key shrub plant functional types in low-Arctic tundra	2026	Yang, Daryl, Hantson, Wouter, Davidson, Kenneth J., Lamour, Julien, Morrison, Bailey D., Salmon, Verity G., Zhang, Tianqi, Ely, Kim S., Miller, Charles E., Hayes, Daniel J., Baines, Stephen, Rogers, Alistair, Serbin, Shawn P.	Infrared Imagery, VISIBLE IMAGERY, Infrared Radiance, Visible Radiance, Reflectance, Surface Temperature, Precipitation Amount, Paleoclimate Reconstructions, Evaporation, Snow, Solar Radiation	ABoVE: AVIRIS-NG Imaging Spectroscopy for Alaska, Canada, and Iceland, 2017-2022, V3 Climate Normals for Last Glacial Maximum and Modern (1975-2005), Alaska
Applying machine learning to biodiversity management: Lessons from two	2026	Miner, Kimberley, Baskaran, Latha, Davis, Frank W., Easterday, Kelly, Reynolds, Mark, Tjossem, Sara, Zumdahl, Kristen, Ajayan, Radhika, Darira, Saiarchana, Lin, Karin, Van Dyke, Christina, Veldman, Anna, Schimel, Dave	Infrared Radiance, Thermal Infrared, Visible Radiance, Sedimentation, Reflectance, Erosion/Sedimentation, Vegetation Cover, Vegetation Species, Chlorophyll, Leaf Characteristics	MASTER: Geological Earth Mapping Experiment (GEMx), Spring 2024 Delta-X: AVIRIS-NG BRDF-Adjusted Surface Reflectance and Mosaics, MRD, LA, 2021, V3 SHIFT: Photosynthetic and Leaf Traits, Santa Barbara County, 2022
Delta-X: An airborne remote sensing framework to calibrate hydrodynamic	2026	Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang	Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Wetlands, Deltas, RIVERS/STREAMS, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Wetlands, Stage Height, Salt Marsh, Coastal, Biomass, Wetlands, Sediments, Water Temperature, Sediment Transport, Discharge/Flow, Forests, Suspended Solids, Terrain Elevation, Primary Production, Drainage, Vegetation Species, Plant Characteristics, Sedimentation, Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes, Reflected Infrared, VISIBLE IMAGERY, Reflectance, Isotopes, Nutrients, Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon, Potassium, Nitrogen, Dominant Species, Soil Rooting Depth, Salinity, Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation, Water Depth, Water Characteristics, Turbidity, Chlorophyll Concentrations, Sedimentation	Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Sonar Bathymetry Survey of Channels, MRD, Louisiana, 2021 Pre-Delta-X: Channel Bathymetry of the Atchafalaya Basin, LA, USA, 2016 Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X: Bed and Suspended Sediment Grain Size, MRD, LA, USA, 2021, Version 2 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Total Suspended Solids Concentration across MRD, LA, USA, 2021, Version 2 Delta-X: UAVSAR L1 Single Look Complex (SLC) Stack Products, MRD, Louisiana, 2021 Delta-X: AirSWOT Level 1B Interferogram Products in Radar Coordinates, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3 Delta-X: AirSWOT L2 Geocoded Water Surface Elevation, MRD, Louisiana, 2021, Version 2 Delta-X: UAVSAR L3 Gridded Open Water Channels, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Vegetation Structure, Herbaceous Wetlands, MRD, LA, USA, V2 Delta-X: Soil Accretion Rates from Cs-137 Activity and NUMAR Validation, MRD, LA Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X: Delft3D Broad-Scale Sediment Model, Terrebonne Basin, MRD, Louisiana, USA Pre-Delta-X: UAVSAR-derived Water Level Change Maps, Atchafalaya Basin, LA, USA, 2016 Delta-X: In situ Beam Attenuation and Particle Size from LISST-200X, 2021 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: UAVSAR L2 Interferometric Products, MRD, Louisiana, 2021 Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Root Stable Isotopes from Herbaceous Wetlands, MRD, LA, USA, August 2021 Delta-X: AirSWOT L3 Water Surface Elevations, MRD, Louisiana, 2021 Delta-X: NUMAR Predictive Model for Marsh Accretion Rates and Chemical Properties Delta-X: Matlab Model for Wax Lake Delta Land Accretion Delta-X: Delft3D Sediment Model, Site 421, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Soil Properties for Herbaceous Wetlands, MRD, Louisiana, 2021, V3 Delta-X: Foliar Stable Isotopes, MRD, LA, USA, 2021 Delta-X: Acoustic Doppler Current Profiler Channel Surveys, MRD, Louisiana, 2021, V2 Delta-X: Ecogeomorphic Cell Products across the MRD, LA, USA, 2021 Delta-X: UAVSAR L1B Interferometric Products, MRD, Louisiana, 2021 Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: Delft3D Broad-Scale Sediment Model, Atchafalaya Basin, MRD, Louisiana, USA Delta-X: Particulate Organic Carbon Concentration from Water Samples, MRD, LA, 2021 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X: In Situ Water Quality Indicators across MRD, LA, USA, 2021, Version 2 Delta-X: In Situ Water Surface Reflectance across MRD, LA, USA, 2021, Version 2 Delta-X: NUMAR Soil Accretion Modeled to 2100, MRD, Louisiana, USA
Empirical Studies of the Aviris Hyperspectral Data Signatures of Different Earth Terrains	2026	Emon, Emraul Islam, Islam, Afia Mubassira, Ball, Christopher, Johnson, Joel T., Sagan, Vasit	Infrared Imagery, VISIBLE IMAGERY, Infrared Radiance, Visible Radiance, Reflectance	ABoVE: Hyperspectral Imagery from AVIRIS-NG, Alaskan and Canadian Arctic, 2017-2019
Uncertainty Assessment in Deep Learning-based Plant Trait Retrievals from Hyperspectral data	2026	Cherif, Eya, Kattenborn, Teja, Brown, Luke A., Ewald, Michael, Berger, Katja, Dao, Phuong D., Hank, Tobias B., Laliberte, Etienne, Lu, Bing, Feilhauer, Hannes	Visible Radiance, Infrared Radiance, Vegetation Cover, Vegetation Species, Chlorophyll, Leaf Characteristics	SHIFT: AVIRIS-NG L1A Unrectified Radiance SHIFT: Photosynthetic and Leaf Traits, Santa Barbara County, 2022
Localized BrightnessShapeMoisture Soil Parameterization for Improved PROSAIL-5 Canopy Simulation	2026	Bonnet, Wessel, Cho, Moses Azong, Chirwa, Paxie W., Masemola, Cecilia	Reflectance	BioSCape: AVIRIS-NG L2B Enhanced Surface Reflectance
Investigating the contributions of herbaceous vegetation biomass to soil	2026	Jensen, Daniel, Solohin, Elena, Castaneda-Moya, Edward, Simard, Marc, Thompson, David R., Jones, Cathleen E., Christensen, Alexandra, Rovai, Andre, Fontenot, Andy, Twilley, Robert	Reflected Infrared, Deltas, VISIBLE IMAGERY, Wetlands, Reflectance, Salinity, Water Depth, Water Depth, Inundation, Surface Water Processes/Measurements, Sedimentation, Erosion/Sedimentation, Accretion, Soil Bulk Density, Organic Matter, Soil Organic Carbon (SOC), Sedimentation, Infrared Radiance, Estuary, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Biomass, Forests, Wetlands, Soil Rooting Depth, Vegetation Fraction, Primary Production	Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: AVIRIS-NG BRDF-Adjusted Surface Reflectance and Mosaics, MRD, LA, 2021, V3 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3
Mechanisms of wetland deterioration in a sinking deltaic lagoon	2026	Donatelli, Carmine, Fichot, Cedric, Fagherazzi, Sergio	Suspended Solids, Estuary, Inundation, Sediments, Sediment Transport, Sediment Transport, Subsidence, Subsidence, Reflectance, RIVERS/STREAMS, Wetlands, Deltas, Turbidity, Surface Water Processes/Measurements	Delta-X: Total Suspended Solids Concentration across MRD, LA, USA, 2021, Version 2 Delta-X: Delft3D Sediment Model, Site 421, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Delft3D Sediment Model, Site 399, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Delft3D Sediment Model, Site 322, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Land Subsidence Rate, Mississippi River Delta (MRD), Louisiana, USA Delta-X: In Situ Water Surface Reflectance across MRD, LA, USA, 2021, Version 2 Delta-X: AVIRIS-NG L3-derived Water Quality, TSS, and Turbidity, MRD, LA 2021, V2
Canopy water content is related to variability in leaf water over time but not across space in an oak savanna ecosystem	2026	Allen, Jean, Boving, Indra, Anderegg, Leander D.L., Brodrick, Philip G., Chadwick, K. Dana, Roberts, Dar, Trugman, Anna T.	Reflected Infrared, Reflectance	SHIFT: AVIRIS-NG L2A Unrectified Surface Reflectance Version 1
Multi-scale snow depth mapping in Interior Alaska using remote sensing	2026	Brodylo, David, Douglas, Thomas A., Vas, Dragos A., Zhang, Caiyun	Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Snow Depth, Infrared Imagery, VISIBLE IMAGERY, Infrared Radiance, Visible Radiance	ABoVE: Landsat-derived Annual Dominant Land Cover Across ABoVE Core Domain, 1984-2014 ABoVE: End of Season Snow Depth at CRREL sites near Fairbanks, Alaska, 2014-2019 ABoVE: Hyperspectral Imagery AVIRIS-NG, Alaskan and Canadian Arctic, 2017-2019 V2
Pre-Fire Fuel Conditions Are Dominant Drivers of Burn Severity in the	2026	WardBaranyay, M., Lee, C., PascoliniCampbell, M., Sousa, D., Kinoshita, A. M.	Land Surface Temperature, Evapotranspiration, Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Canopy Characteristics	ECOSTRESS Tiled Evapotranspiration Instantaneous and Daytime L3 Global 70 m V002 EMIT L2A Estimated Surface Reflectance and Uncertainty and Masks 60 m V001 ECOSTRESS Tiled Evaporative Stress Index PT-JPL Instantaneous L4 Global 70 m V002 ECOSTRESS Tiled Water Use Efficiency Instantaneous L4 Global 70 m V002 SHIFT: AVIRIS-NG Derived Gridded Mosaicked Canopy Water Content, California, 2022
Multi-Sensor Airborne Remote Sensing for Calibrating Hydrodynamic and	2026	Payandeh, Ali Reza, Simard, Marc, Jones, Cathleen E., Christensen, Alexandra, Jensen, Daniel, Denbina, Michael, OliverCabrera, Talib	Surface Water Processes/Measurements, Land Use/Land Cover Classification, Vegetation Cover, Salinity, Water Depth, Water Depth, Inundation, Hydroperiod, Deltas, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Wetlands, Stage Height, Estuary, Salt Marsh, Coastal, RIVERS/STREAMS, Turbidity, Suspended Solids, Sediments, Water Channels, Drainage	Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X AVIRIS-NG L3 Derived Vegetation Types, MRD, Louisiana, USA Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: AVIRIS-NG L3-derived Water Quality, TSS, and Turbidity, MRD, V3 Delta-X: AirSWOT L3 Water Surface Elevations, MRD, Louisiana, 2021
Preexisting phytoplankton biomass concentrations shape coastal plankton response to firegenerated ash leachate	2025	Baetge, Nicholas, Halsey, Kimberly H., Hanan, Erin J., Behrenfeld, Michael J., Milligan, Allen J., Graff, Jason R., Hansen, Parker, Carlson, Craig A., Boiteau, Rene M., Arrington, Eleanor C., Comstock, Jacqueline, Halewood, Elisa R., Harvey, Elizabeth L., Nelson, Norman B., Opalk, Keri, Ver Wey, Brian	Reflectance, Absorption, Absorption	AVIRIS-NG L2 Surface Reflectance, Facility Instrument Collection, V1
Using imaging spectroscopy and elevation in machine learning to estimate soil salinity in intermittently tidal wetlands	2025	Silva, German D., Roberts, Dar A., Byrd, Kristin B., Chadwick, K. Dana, Walker, Ian J., King, Jennifer Y.	Reflected Infrared, Reflectance	SHIFT: AVIRIS-NG L2A Unrectified Surface Reflectance Version 1
Unlocking ecological insights from subseasonal visibletoshortwave infrared imaging spectroscopy: The SHIFT campaign	2025	Chadwick, K. Dana, Davis, Frank, Miner, Kimberley R., Pavlick, Ryan, Reynolds, Mark, Townsend, Philip A., Brodrick, Philip G., Ade, Christiana, Allen, Jean, Anderegg, Leander, Angel, Yoseline, Boving, Indra, Byrd, Kristin B., Campbell, Petya, Carberry, Luke, Cavanaugh, Katherine C., Cavanaugh, Kyle C., Easterday, Kelly, Eckert, Regina, Gierach, Michelle, Gold, Kaitlin, Hestir, Erin, Huemmrich, Fred, Klope, Maggie, Kokaly, Raymond F, Lovegreen, Piper, Luis, Kelly, McMahon, Conor, Nidzieko, Nicholas, Ochoa, Francisco, Ongjoco, Anna Jiselle, Ordway, Elsa, PascoliniCampbell, Madeleine, Queally, Natalie, Roberts, Dar A., Saiki, Clare M., Schneider, Fabian D., Shiklomanov, Alexey N., Silva, German D., Snyder, Jordan, Thornton, Michele, Trugman, Anna T., Vinod, Nidhi, Zheng, Ting, Avouris, Dulcinea M., Baker, Brianna, Baskaran, Latha, Bell, Tom, Berg, Megan, Bernas, Michael, Bohn, Niklas, Braghiere, Renato K., Breuer, Zach, Brooks, Andrew J., Burkard, Nolan, Burmistrova, Julia, CawseNicholson, Kerry, Chapman, John, ChazaroHaraksin, Johana, Cryer, Joel, Cushman, K. C., Dahlin, Kyla, Dao, Phuong D., DiBartolo, Athena, Eastwood, Michael, Elder, Clayton D., Giordani, Angela, Grant, Kathleen, Green, Robert O., Hanson, Alexa, Heberlein, Brendan, Helmlinger, Mark, Hook, Simon, Jensen, Daniel, Johnson, Emma, Johnson, Marie, Kiper, Michael, Kibler, Christopher, King, Jennifer Y., Kovach, Kyle R., Kreisberg, Aaron, Lacey, Daniel, Lang, Evan, Lee, Christine, Lopez, Amanda M., Lopez Barreto, Brittany, Maguire, Andrew, Marsh, Elliott, Miller, Charles, Nguyen, Dieu My T., Nickles, Cassandra, Ocon, Jonathan P., Papen, Elijah P., Park, Maria, Poulter, Benjamin, Raiho, Ann, Reim, Porter, Robinson, Timothy H., Romero Galvan, Fernando E., Shafron, Ethan, Skalitzky, Brenen R., Stroschein, Sydney, Taylor, Niky C., Thompson, David R., Thompson, Kate, Tye, Cecily, Van Beek, Joelie, Vanden Heuvel, Cecilia, Vellanoweth, Jonathan, Vermeer, Evert, VillanuevaWeeks, Claire, Zumdahl, Kristen, Schimel, David	Reflected Infrared, Reflectance, Leaf Characteristics, Emissivity, Land Surface Temperature, Vegetation Cover, Marine Ecosystems, VISIBLE IMAGERY, Land Use/Land Cover, Reflectance, Shortwave Downward Irradiance, Plant Characteristics, Vegetation Species, Plant Phenology, Chlorophyll, Infrared Wavelengths, Visible Wavelengths, Terrestrial Ecosystems, Canopy Characteristics, Visible Radiance, Infrared Radiance, Brightness Temperature	SHIFT: AVIRIS-NG L2A Unrectified Surface Reflectance Version 1 SHIFT: Laboratory Foliar Chemical Analysis Results for Field Samples, CA, 2022 SHIFT: HyTES L2 Geolocated Land Surface Temperature and Emissivity, March 23 2022 SHIFT: AVIRIS-NG Full-Resolution True Color Images SHIFT: Ramses Trios Radiometer Above Water Measurements, Santa Barbara Sea, CA SHIFT: Vegetation Plot Characterization, Santa Barbara County, CA, 2022 SHIFT: Photosynthetic and Leaf Traits, Santa Barbara County, 2022 SHIFT: Reflectance Measurements for Dried and Ground Leaf Materials SHIFT: Vegetation Plot Photos, Santa Barbara, CA, USA, 2022 SHIFT: AVIRIS-NG Derived Gridded Mosaicked Canopy Water Content, California, 2022 SHIFT: AVIRIS-NG L1A Unrectified Radiance SHIFT: HyTES L1 Brightness Temperature, March 23 2022
The Unstable Relationship Between Drought Status and Leaf Water Content Complicates the Remote Sensing of Tree Drought Stress	2025	Boving, Indra, Allen, Jean, Brodrick, Philip G., Chadwick, K. Dana, Trugman, Anna, Anderegg, Leander D.L.	Reflected Infrared, Reflectance	SHIFT: AVIRIS-NG L2A Unrectified Surface Reflectance Version 1
Advancing wetland aboveground biomass mapping: Insights from high-resolution PlanetScope data in the Mississippi River Delta	2025	Hemati, Mohammadali, Mahdianpari, Masoud, Shiri, Hodjat, Mohammadimanesh, Fariba, Salehi, Bahram, Wu, Jianghua	Biomass, Forest Composition/Vegetation Structure, Wetlands	Pre-Delta-X: Aboveground Biomass and Vegetation Maps, Wax Lake Delta, LA, USA, 2016 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021
Airborne imaging spectroscopy surveys of Arctic and boreal Alaska and northwestern Canada 20172023	2025	Miller, Charles E., Green, Robert O., Thompson, David R., Thorpe, Andrew J., Eastwood, Michael L., McCubbin, Ian B., Oslon-Duvall, Winston, Bernas, Michael A., Sarture, Charles M., Rios, Luis M., Hernandez, M. A., Bue, Brian D., Lundeen, Sarah R., Pavlick, Ryan, Chapman, John W., Brodrick, Philip G., Eckert, Regina F., Willow Coleman, R., Baskaran, Latha, Elder, Clayton D., Townsend, Philip A., Kovach, Kyle R., Serbin, Shawn P., Huemmrich, Karl F., Nelson, Peter R., Bhatt, Uma, Macander, Matthew J., Singh, Debjani, Thornton, Michele, Yang, Daryl, Myers-Smith, Isla, Goetz, Scott J., Hoy, Elizabeth E., Larson, Elizabeth, Hodkinson, Dan, Margolis, Hank A., Falkowski, Michael, Applejohn, Andrew, Griffith, Peter C.	Visible Radiance, Infrared Radiance, Infrared Imagery, VISIBLE IMAGERY, Reflectance	AVIRIS-3 L1B Calibrated Radiance, Facility Instrument Collection ABoVE: AVIRIS-NG Imaging Spectroscopy for Alaska, Canada, and Iceland, 2017-2022, V3 ABoVE: Hyperspectral Imagery AVIRIS-NG, Alaskan and Canadian Arctic, 2017-2019 V2
Comparative Analysis of UAVSAR Polarimetric Decompositions for Wetland Aboveground Biomass Mapping Using Machine Learning Models	2025	Hemati, Mohammadali, Mahdianpari, Masoud, Shiri, Hodjat, Mohammadimanesh, Fariba	Forests, Wetlands, Plant Characteristics, Biomass, Vegetation Species, Deltas, RIVERS/STREAMS, Salt Marsh, Terrain Elevation, Estuary, Inundation, Wetlands, Reflectance	Pre-Delta-X: Vegetation Species, Structure, Aboveground Biomass, MRD, LA, USA, 2015 Delta-X: UAVSAR L1 Single Look Complex (SLC) Stack Products, MRD, Louisiana, 2021 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021 Delta-X: Herbaceous Aboveground Biomass from AVIRIS-NG, MRD, Louisiana, USA, 2021
Brief communication: Not as dirty as they look, flawed airborne and satellite snow spectra	2025	Bair, Edward H., Roberts, Dar A., Thompson, David R., Brodrick, Philip G., Wilder, Brenton A., Bohn, Niklas, Crawford, Christopher J., Carmon, Nimrod, Vuyovich, Carrie M., Dozier, Jeff	Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Reflectance, Absorption, Absorption	EMIT L2A Estimated Surface Reflectance and Uncertainty and Masks 60 m V001 AVIRIS-NG L2 Surface Reflectance, Facility Instrument Collection, V1
Evidence for mud as flocculated bedmaterial load versus washload in a river delta	2025	Nghiem, Justin A., Li, Gen K., Harringmeyer, Joshua P., Salter, Gerard, Fichot, Cedric G., Wright, Kyle, Passalacqua, Paola, Lamb, Michael P.	Surface Water Processes/Measurements, Water Channels, Sediment Transport, Sediments, Turbidity, Suspended Solids, Water Pressure, Sedimentation, Surface Pressure, Sedimentation	Delta-X: Bed and Suspended Sediment Grain Size, MRD, LA, USA, 2019-2021, V3 Delta-X: AVIRIS-NG L3-derived Water Quality, TSS, and Turbidity, MRD, V3 Delta-X: Turbidity, Water and Air Pressure, Temperature, MRD, Louisiana, 2021, V4 Delta-X: Sediment Core Grain Size Distribution, Wax Lake Delta, MRD, LA
Deciphering the spectra of flowers to map landscapescale blooming dynamics	2025	Angel, Yoseline, Raiho, Ann, Kathuria, Dhruva, Chadwick, K. Dana, Brodrick, Philip G., Lang, Evan, Ochoa, Francisco, Shiklomanov, Alexey N.	Reflected Infrared, Reflectance	SHIFT: AVIRIS-NG L2A Unrectified Surface Reflectance Version 1
Controlling Factors on Water and Sediment Partitioning at Deltaic Bifurcations	2025	Barile, Gabriele, Passalacqua, Paola, Kwon, Siyoon, Tubino, Marco	Coastal Bathymetry, Wetlands, Deltas, RIVERS/STREAMS, Surface Water Processes/Measurements, Water Channels, Sediment Transport, Sediments, Coastal Elevation, Discharge/Flow, Turbidity, Suspended Solids	Pre-Delta-X: Channel Bathymetry of the Atchafalaya Basin, LA, USA, 2016 Delta-X: Bed and Suspended Sediment Grain Size, MRD, LA, USA, 2019-2021, V3 Delta-X: Calibrated ANUGA Hydrodynamic Outputs for the Atchafalaya Basin, MRD, LA Delta-X: AVIRIS-NG L3-derived Water Quality, TSS, and Turbidity, MRD, V3
Integrating Characteristic Arctic Vegetation in a Land Surface Model	2025	Murphy, Bailey A., Sulman, Benjamin N., Yuan, Fengming, Salmon, Verity G., Yang, Daryl, Kumar, Jitendra, Dengel, Sigrid, Herndon, Elizabeth, Fettrow, Sean, Brown, Colette, Torn, Margaret S., Chafe, Oriana E., Pegoraro, Elaine F., Iversen, Colleen M.	Reflectance, Absorption, Absorption	AVIRIS-NG L2 Surface Reflectance, Facility Instrument Collection, V1
Mixing patterns of river deltas obtained from remotely sensed rouse number	2025	Kwon, Siyoon, Passalacqua, Paola, Nghiem, Justin A., Lamb, Michael P.	Turbidity, Suspended Solids, Surface Water Processes/Measurements, Sediments, Water Characteristics, Water Temperature, Estuary, Chlorophyll Concentrations, Water Pressure, Sedimentation, Surface Pressure, Reflected Infrared, Deltas, VISIBLE IMAGERY, Wetlands, Reflectance, Water Channels, Water Depth, Sediment Transport, Discharge/Flow, RIVERS/STREAMS	Delta-X: AVIRIS-NG L3-derived Water Quality, TSS, and Turbidity, MRD, V3 Delta-X: In Situ Water Quality Indicators across MRD, LA, USA, 2021, Version 2 Delta-X: Turbidity, Water and Air Pressure, Temperature, MRD, Louisiana, 2021, V4 Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Bed and Suspended Sediment Grain Size, MRD, LA, USA, 2021, Version 2

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