Publications Citing Reflectance Data

List of peer-reviewed publications that cite using Reflectance data.

Title	Year Sort ascending	Author	Topic	Dataset
Climate impacts from North American boreal forest fires	2026	van Gerrevink, Max J., Veraverbeke, Sander, Cooperdock, Sol, Potter, Stefano, Zhong, Qirui, Moubarak, Michael, Virkkala, Anna-Maria, Goetz, Scott J., Mack, Michelle C., Randerson, James T., Schutgens, Nick, Turetsky, Merritt R., van der Werf, Guido R., Rogers, Brendan M.	Radiative Forcing, Forests, Alpine/Tundra, Albedo, Vegetation Cover, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects, Emissions, Carbon, Land Use/Land Cover Classification, Reflectance, Dominant Species, Respiration Rate, Carbon Flux, Atmospheric Carbon Dioxide, Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Anisotropy	ABoVE: MODIS-Derived Daily Mean Blue Sky Albedo for Northern North America, 2000-2017 ABoVE: Synthesis of Burned and Unburned Forest Site Data, AK and Canada, 1983-2016 ABoVE: Burned Area, Depth, and Combustion for Alaska and Canada, 2001-2019 ABoVE: Landsat-derived Annual Dominant Land Cover Across ABoVE Core Domain, 1984-2014 Machine learning-based Arctic-boreal terrestrial ecosystem CO2 fluxes, 2001-2020 MODIS/Terra+Aqua BRDF/Albedo Model Parameters Daily L3 Global - 500m V061
Assimilation of solarinduced fluorescence satellite observations in the European Centre for MediumRange Weather Forecasts integrated forecast system	2026	Garrigues, Sebastien, de Rosnay, Patricia, Weston, Peter, Rudiger, Christoph, Bacour, Cedric, Fairbairn, David, Vanderbecken, Pierre, RojasMunoz, Oscar, Pinnington, Ewan, AgustiPanareda, Anna, Boussetta, Souhail, Calvet, JeanChristophe, Engelen, Richard	Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance	Global MODIS and FLUXNET-derived Daily Gross Primary Production, V2
Constraining a data-driven CO2 flux model by ecosystem and	2026	Upton, Samuel, Reichstein, Markus, Peters, Wouter, Botia, Santiago, Nelson, Jacob A., Walther, Sophia, Jung, Martin, Gans, Fabian, Haszpra, Laszlo, Bastos, Ana	Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Reflectance, Albedo, Anisotropy	Global Fire Emissions Database, Version 4.1 (GFEDv4) MODIS/Terra+Aqua BRDF/Albedo Quality Daily L3 Global - 500m V061 MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V061
Development of the long-term harmonized multi-satellite SIF (LHSIF) dataset at 0.05 resolution (19952024)	2026	Zou, Chu, Du, Shanshan, Liu, Xinjie, Liu, Liangyun	Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification, Reflectance, Primary Production, Chlorophyll, Photosynthesis, Leaf Characteristics, Albedo, Anisotropy	OCO-2 Level 2 bias-corrected solar-induced fluorescence and other select fields from the IMAP-DOAS algorithm aggregated as daily files, Retrospective processing V11.2r (OCO2_L2_Lite_SIF) L2 Solar-Induced Fluorescence (SIF) from SCIAMACHY, 2003-2012 OCO-2 Level 2 bias-corrected solar-induced fluorescence and other select fields from the IMAP-DOAS algorithm aggregated as daily files, Retrospective processing V11r (OCO2_L2_Lite_SIF) at GES DISC MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 L2 Daily Solar-Induced Fluorescence (SIF) from ERS-2 GOME, 1995-2003 MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global 0.05Deg CMG V061
Deriving AllHour Aerosol Optical Depth Over China From Automated Visibility Observations	2026	Yang, Zhou, Zhao, Hengheng, Zeng, Zhaoliang, Gui, Ke, Zhang, Xutao, Shang, Nanxuan, Zheng, Yu, Li, Lei, Che, Huizheng	Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Population Density, Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance	MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11 MODIS/Aqua Aerosol 5-Min L2 Swath 10km MODIS/Terra Aerosol 5-Min L2 Swath 10km
Desert mycobiome of Saudi Arabia is driven by vegetation patterns	2026	Mani, Israel, Mikryukov, Vladimir, Alkahtani, Saad, Tedersoo, Leho	Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)	MODIS/Terra Surface Reflectance 8-Day L3 Global 500m SIN Grid V061 MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V061
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, Forests, Suspended Solids, Terrain Elevation, Primary Production, Vegetation Species, Plant Characteristics, Sedimentation, Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation, Sediments, 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, Discharge/Flow, Soil Rooting Depth, Salinity, Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation, Water Depth, Water Characteristics, Turbidity, Water Temperature, 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 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: 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: 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: NUMAR Soil Accretion Modeled to 2100, MRD, Louisiana, USA
Declining grassland canopy height in China under asymmetric biomass allocation	2026	Li, Huaqiang, Hu, Xinmiao, Li, Fei, Zhang, Yingjun, Lin, Kejian, Wang, Jie, Wang, Jiating	Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Reflectance, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)	MODIS/Terra Surface Reflectance 8-Day L3 Global 500m SIN Grid V061 GEDI L2B Canopy Cover and Vertical Profile Metrics Data Global Footprint Level V002 MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061
Downscaling aerosol optical depth by fusing satellite retrieval and	2026	Sun, Lin, Zhang, Xiangshuo, Fan, Yulong, Wang, Zhihui, Sun, Xiaohu	Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature, Aerosol Backscatter, Aerosol Radiance, Nitrate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance	MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) MODIS/Terra+Aqua Land Aerosol Optical Depth Daily L2G Global 1km SIN Grid V061 MODIS/Terra Aerosol 5-Min L2 Swath 10km
Disentangling the effects of orographic forcing and soil moisture on shallow cumulus in a semi-arid grassland	2026	Guo, Yali, Chen, Jingyi, Shi, Hongrong, Chen, Hongbin, Lu, Chunsong	Reflectance	MODIS/Aqua Surface Reflectance Daily L2G Global 1km and 500m SIN Grid V061
Distinct impacts of aerosol size on aerosolcloud interactions over ocean and land regions in Eastern China	2026	Liang, Yongen, Zhao, Chuanfeng, Yang, Yikun, Zhao, Xin, Li, Jiefeng, Chen, Annan	Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Clouds, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types	MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) MODIS/Aqua Clouds 5-Min L2 Swath 1km and 5km
Compounded effects on wetland greenhouse gas fluxes from climate change and water management along a saline to freshwater gradient	2026	Doughty, Cheryl L., Ying, Qing, Ward, Eric, Delaria, Erin, Wolfe, Glenn M., Malone, Sparkle L., Reed, David E., Troxler, Tiffany, Kominoski, John S., Castaneda-Moya, Edward, Shoemaker, W. Barclay, Yannick, David, Starr, Gregory, Oberbauer, Steven F., Barenblitt, Abigail, Campbell, Anthony, Charles, Sean, Fatoyinbo, Lola, Gewirtzman, Jonathan, Hanisco, Thomas, Hannun, Reem, Kawa, Stephan, Lagomasino, David, Lait, Leslie, Lindquist, Ayia, Newman, Paul, Raymond, Peter, Rosentreter, Judith, Thornhill, Kenneth, Vaughn, Derrick, Poulter, Benjamin	Water Vapor Mixing Ratio Profiles, Atmospheric Ozone, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide, Methane, GREENHOUSE GAS FLUX, Wetlands, Wetlands, Reflectance, Albedo, Anisotropy, Total Surface Water	BlueFlux Airborne Trace Gases, Fluxes, and Mixing Ratios, Southern Florida, 2022-2024 BlueFlux: Modeled Daily CO2 and CH4 Wetland Fluxes, Southern Florida, 2000-2024 MODIS/Terra Land Water Mask Derived from MODIS and SRTM L3 Global 250m SIN Grid V061 MODIS/Terra+Aqua BRDF/Albedo Quality Daily L3 Global - 500m V061
Contrasting Biogenic Isoprene Emission Responses to La Nina and El Nino Driven by Temperature: Insights from HCHO-Based Global Inversion	2026	Li, Hui, Ciais, Philippe, Kumar, Pramod, Broquet, Gregoire, Chevallier, Frederic, Hauglustaine, Didier A., Millet, Dylan B., Wells, Kelley C., Lian, Jinghui, Bourtsoukidis, Efstratios, Zhang, Kexin, Zheng, Bo	Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance	Global MODIS and FLUXNET-derived Daily Gross Primary Production, V2
deadtrees.earth An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics	2026	Mosig, Clemens, Vajna-Jehle, Janusch, Mahecha, Miguel D., Cheng, Yan, Hartmann, Henrik, Montero, David, Junttila, Samuli, Horion, Stephanie, Schwenke, Mirela Beloiu, Koontz, Michael J., Maulud, Khairul Nizam Abdul, Adu-Bredu, Stephen, Al-Halbouni, Djamil, Ali, Muhammad, Allen, Matthew, Altman, Jan, Amoros, Lot, Angiolini, Claudia, Astrup, Rasmus, Awada, Hassan, Barrasso, Caterina, Bartholomeus, Harm, Beck, Pieter S.A., Bozzini, Aurora, Braun-Wimmer, Joshua, Brede, Benjamin, Breunig, Fabio Marcelo, Brugnaro, Stefano, Buras, Allan, Burchard-Levine, Vicente, Camarero, Jesus Julio, Candotti, Anna, Capuder, Luka, Carrieri, Erik, Centritto, Mauro, Chirici, Gherardo, Cloutier, Myriam, Conciani, Dhemerson, Cushman, KC, Dalling, James W., Dao, Phuong D., Dempewolf, Jan, Denter, Martin, Dogotari, Marcel, Diaz-Delgado, Ricardo, Ecke, Simon, Eichel, Jana, Eltner, Anette, Fabbri, Andre, Fabi, Maximilian, Fassnacht, Fabian, Ferreira, Matheus Pinheiro, Fischer, Fabian Jorg, Frey, Julian, Frick, Annett, Fuentes, Jose, Ganz, Selina, Garbarino, Matteo, Garcia, Milton, Gassilloud, Matthias, Gazol, Antonio, Gea-Izquierdo, Guillermo, Gerberding, Kilian, Ghasemi, Marziye, Giannetti, Francesca, Gillan, Jeffrey, Gonzalez, Roy, Gosper, Carl, Greene, Terry, Greinwald, Konrad, Grieve, Stuart, Groe-Stoltenberg, Andre, Gutierrez, Jesus Aguirre, Goritz, Anna, Hajek, Peter, Hedding, David, Hempel, Jan, Heremans, Stien, Hernandez, Melvin, Heurich, Marco, Honkavaara, Eija, Hofle, Bernhard, Jackisch, Robert, Jucker, Tommaso, Kalwij, Jesse M., Kepfer-Rojas, Sebastian, Khatri-Chhetri, Pratima, Kleinebecker, Till, Klemmt, Hans-Joachim, Kloucek, Tomas, Koivumaki, Niko, Kolagani, Nagesh, Komarek, Jan, Korznikov, Kirill, Kraszewski, Bartomiej, Kruse, Stefan, Kruger, Robert, Kuechly, Helga, Kwong, Ivan H.Y., Laliberte, Etienne, Langan, Liam, Latifi, Hooman, Leal-Medina, Claudia, Lehmann, Jan R.K., Li, Linyuan, Lines, Emily, Lisiewicz, Maciej, Lopatin, Javier, Lucieer, Arko, Ludwig, Antonia, Ludwig, Marvin, Lyytikainen-Saarenmaa, Paivi, Ma, Qin, Mansuy, Nicolas, Pena, Jose Manuel, Marino, Giovanni, Maroschek, Michael, Martin, M.Pilar, Martin-Benito, Dario, Matham, Pavan, Mazzoni, Sabrina, Meloni, Fabio, Menzel, Annette, Meyer, Hanna, Miraki, Mojdeh, Moreno, Gerardo, Moreno-Fernandez, Daniel, Muller-Landau, Helene C., Malicke, Mirko, Mohring, Jakobus, Mullerova, Jana, Naidu, Setti Sridhara, Nardi, Davide, Neumeier, Paul, Nita, Mihai Daniel, Nasi, Roope, Oppgenoorth, Lars, Orunbaev, Sagynbek, Palmer, Melanie, Paul, Thomas, Pfenning, Mattis, Potts, Alastair, Prasanna, Gudala Laxmi, Prober, Suzanne, Puliti, Stefano, Perez-Luque, Antonio J., Perez-Priego, Oscar, Reudenbach, Chris, Revuelto, Jesus, Rivas-Torres, Gonzalo, Roberge, Philippe, Roggero, Pier Paolo, Rossi, Christian, Ruehr, Nadine Katrin, Ruiz-Benito, Paloma, Runge, Christian Mestre, Satta, Gabriele Giuseppe Antonio, Scanu, Bruno, Scherer-Lorenzen, Michael, Schiefer, Felix, Schiller, Christopher, Schladebach, Jacob, Schmehl, Marie-Therese, Schmid, Jonathan, Schmidt, Tristan Alexander, Schwarz, Selina, Seidl, Rupert, Seifert, Thomas, Barba, Ana Seifert, Shafeian, Elham, Shapiro, Aurelie, de Simone, Leopoldo, Sohrabi, Hormoz, Soltani, Salim, Sotomayor, Laura, Sparrow, Ben, Steer, Benjamin S.C., Stenson, Matt, Stockigt, Benjamin, Su, Yanjun, Suomalainen, Juha, Tamudo, Elisa, Barbieri, Mauro J. Tognetti, Tomelleri, Enrico, Torresani, Michele, Trepekli, Katerina, Ullah, Saif, Ullah, Sami, Umlauft, Josefine, Vargas-Ramirez, Nicolas, Vatandaslar, Can, Visacki, Vladimir, Volpi, Michele, Vasquez, Vicente, Wallis, Christine, Weinstein, Ben, Weiser, Hannah, Wich, Serge, Ximena, Tagle Casapia, Zarco-Tejada, Pablo J., Zdunic, Katherine, Zielewska-Buttner, Katarzyna, de Oliveira, Raquel Alves, van Wagtendonk, Liz, von Dosky, Vincent, Kattenborn, Teja	Reflectance, Enhanced Vegetation Index (EVI)	VIIRS/NPP Land Surface Phenology Yearly L3 Global 500m SIN Grid V002
Dual stage Spectral and Spatial Analyser (DSSA) - A novel deep learning model for methane detection from hyperspectral images	2026	George, Maria, Sethunadh, R.	Reflectance, Water Vapor	AVIRIS-Classic: L2 Calibrated Reflectance, Facility Instrument Collection, V1
Environmental dynamics recorded at Dupljaja loess section (southeastern Carpathian Basin, northern Serbia)	2026	Markovic, Slobodan B., Hao, Qingzhen, Ludwig, Patrick, Zeeden, Christian, Peric, Zoran M., Mihailovic, Dusan, Radovic, Predrag, Roksandic, Mirjana, Lindal, Joshua, Krsmanovic, Petar, Baykal, Yunus, Vandenberghe, Jef, Bosnic, Milica G., Soreghan, Gerilyn, Markovic, Rastko S., Cai, Binggui, Li, Miaofa, Moska, Piotr, Lukic, Tin, Timar-Gabor, Alida, Gavrilov, Milivoj B., Sipos, Gyorgy	Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance	ISLSCP II Potential Natural Vegetation Cover
Emulation-based self-supervised SIF retrieval in the O2-A absorption	2026	Buffat, Jim, Pato, Miguel, Alonso, Kevin, Auer, Stefan, Carmona, Emiliano, Maier, Stefan, Muller, Rupert, Rademske, Patrick, Rascher, Uwe, Scharr, Hanno	Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance	MODIS/Aqua Aerosol 5-Min L2 Swath 10km MODIS/Terra Aerosol 5-Min L2 Swath 10km
Heat requirement, not warming, governs the urbanrural disparity in spring phenology advancement	2026	He, Can, Wang, Xiaoyue, Penuelas, Josep, Zhang, Xuezhen, Wu, Chaoyang	Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy, Shortwave Radiation	MODIS/Terra+Aqua Land Cover Dynamics Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Surface Radiation Daily/3-Hour L3 Global 1km SIN Grid V062
Hydropedological clustering: improving the representation of low	2026	Gimeno, Fernando, Zambrano-Bigiarini, Mauricio, Alvarez-Garreton, Camila, Galleguillos, Mauricio	Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice	ALOS PALSAR Level 1.5 Product
Hydrothermal thresholds govern elevational patterns of vegetation productivity and carbon use efficiency in an inland basin of the northeastern Qinghai-Tibet Plateau	2026	Yan, Zhengxing, Cao, Shengkui, Zhang, Ripei, Wang, Jianhui, Lei, Yizhen, Hou, Yaofang, Wang, Jiang, Ding, Chenshen, Pei, Ruoying	Reflectance, Albedo, Anisotropy, Shortwave Radiation, Photosynthesis, Primary Production, Vegetation Productivity	MODIS/Terra+Aqua Surface Radiation Daily/3-Hour L3 Global 1km SIN Grid V062 MODIS/Terra Gross Primary Productivity Gap-Filled 8-Day L4 Global 500m SIN Grid V061
Increased spread of global flash droughts threatens vegetation productivity resilience	2026	Guo, Renjie, Wu, Xiuchen, Wang, Pei, Chen, Tiexi, Chen, Xin, Cai, Jiangtao, Wang, Xiaona, Zhang, Zifan, Meng, Zekai, Liu, Yiran	Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance	Global MODIS and FLUXNET-derived Daily Gross Primary Production, V2
Impact of Spatial Scale on Optical Earth Observation-Derived Seasonal Surface Water Extents	2026	Gaines, Mollie D., Tulbure, Mirela G., Perin, Vinicius, Boast, Darcy, Quiroz, Henry Castellanos, Composto, Rebecca, Tiwari, Varun, Caineta, Julio	Reflectance, Total Surface Water	MODIS/Terra Land Water Mask Derived from MODIS and SRTM L3 Global 250m SIN Grid V061
Hurricane-triggered cascading hazards: Geomorphic responses and flood hazard dynamics in a tropical mountain region	2026	Jimenez Donato, Yenny Alejandra, Restrepo, Carla, Ballesteros-Canovas, Juan A., Munoz-Torrero Manchado, Alberto, Avila Mora, Miguel Antonio, Catalan Armas, Michelle, Stoffel, Markus	Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice	ALOS PALSAR High Resolution Radiometric Terrain Corrected Product
Impacts of adjusting critical relative humidity in cloud microphysics on the simulated summer precipitation over the Tibetan Plateau	2026	Zhao, Haoke, Chen, Guoxing, Zhang, Yijun, Gao, Yanhong, Wang, Weishan	Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone	MODIS/Terra Aerosol Cloud Water Vapor Ozone Monthly L3 Global 1Deg CMG
Improvement of the consistency among long-term global land surface	2026	Ye, Yongchang, Zhang, Xiaoyang, Shen, Yu, Tran, Khuong H., Gao, Shuai, Liu, Yuxia, An, Shuai	Albedo, Anisotropy, Reflectance	VIIRS/NPP BRDF/Albedo Nadir BRDF-Adjusted Reflectance Daily L3 Global 0.05Deg CMG V002 VIIRS/NPP Surface Reflectance Daily L3 Global 0.05Deg CMG V002 MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global 0.05Deg CMG V061