Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Reflectance Data
List of peer-reviewed publications that cite using Reflectance data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Compounded effects on wetland greenhouse gas fluxes from climate change and water management along a saline to freshwater gradient | 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 |
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| Development of the long-term harmonized multi-satellite SIF (LHSIF) dataset at 0.05 resolution (19952024) | 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 |
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| Estimating the Near-Surface Air Temperature Field Using Satellite-Based Remote Sensing of Land Surface Temperatures | Frat Ors, Pelin, Mahdavi, Ardeshir | Albedo, Anisotropy, Land Surface Temperature, Emissivity, Reflectance |
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| Estimates of high spatiotemporal resolution solar shortwave radiation from Himawari-8 radiation products in mountainous areas | Liu, FengYang, Zhang, YanLi, Cui, DuDu, Li, Xuan, Zhang, Chen | Reflectance, Albedo, Anisotropy | ||
| Impacts of adjusting critical relative humidity in cloud microphysics on the simulated summer precipitation over the Tibetan Plateau | 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 | ||
| deadtrees.earth An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics | 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) | ||
| Declining grassland canopy height in China under asymmetric biomass allocation | 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) | ||
| Evaluating the Effects of Sahara and Arabian Desert Dust on the MENA Regions Air Quality Through WRF-Chem Modeling and Remote Sensing Techniques | Aydin, Yusuf, Demir, Goksel, Deniz, Ali, Unal, Alper | 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 | ||
| Evaluating the Influence of Sahara and Arabian Dust Intrusions and Climate Change on Turkish Air Quality: Insights from Satellite Observations and Statistical Analysis | Aydin, Yusuf, Murzaeva, Sultanay, Rezaei, Reza, Demir, Goksel, Deniz, Ali, Unal, Alper | 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 | ||
| Evaluating the Effect of Emission Schemes on Dust Simulation in East Asia During Spring 2023 | Wang, Shengkai, Yang, Xiao-Yi, Luo, Chenghan | 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 | ||
| Interpreting Changes in Global Methane Budget in a Chemistry-Climate | He, Jian, Naik, Vaishali, Horowitz, Larry W. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Investigating the contributions of herbaceous vegetation biomass to soil | 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 |
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| Localized BrightnessShapeMoisture Soil Parameterization for Improved PROSAIL-5 Canopy Simulation | Bonnet, Wessel, Cho, Moses Azong, Chirwa, Paxie W., Masemola, Cecilia | Reflectance | ||
| Leveraging Python for Comparative Hypsometric Analysis Using Different DEMs: Neotectonic Insights from the Man River Basin, Western Madhya Pradesh, India | Rathore, Ankit Kailashi, Khan, Shafia, Verma, Pramod K., Chaure, Shailesh K. | 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 | ||
| Desert mycobiome of Saudi Arabia is driven by vegetation patterns | Mani, Israel, Mikryukov, Vladimir, Alkahtani, Saad, Tedersoo, Leho | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Delta-X: An airborne remote sensing framework to calibrate hydrodynamic | 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 |
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| Deriving AllHour Aerosol Optical Depth Over China From Automated Visibility Observations | 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 | ||
| From column to surface: connecting the performance in simulating aerosol optical properties and PM2.5 concentrations in the NASA GEOSCCM | Mogno, Caterina, Colarco, Peter R., Collow, Allison B., Das, Sampa, Strode, Sarah A., Valenti, Vanessa, Manyin, Michael E., Liang, Qing, Oman, Luke, Steenrod, Stephen D., Knowland, K. Emma | 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, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance | ||
| From Remote Sensing to Multiple Time-Horizons Forecasts: Transformers | Adil, Muhammad, Clemins, Patrick J., Schroth, Andrew W., Oikonomou, Panagiotis D., Rizzo, Donna M., Isles, Peter D. F., Zhang, Xiaohan, Hannoun, Kareem I., Turnbull, Scott, Beckage, Noah B., Zia, Asim, Wshah, Safwan | Reflectance, Land Surface Temperature, Emissivity | ||
| Exploring the potential of Harmonized Landsat-Sentinel-2 in predicting boreal forest structure from UAV-LiDAR data in Northwestern America | Enguehard, Lea, Kruse, Stefan, Hansch, Ronny, Herzschuh, Ulrike, Panda, Santosh, Heim, Birgit | Vegetation Cover, Forests, Canopy Characteristics, Land Use/Land Cover Classification, Alpine/Tundra, Reflectance, Dominant Species, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index, Terrain Elevation, Vegetation Height |
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| Fire in a Central Amazon forest: Lingering top canopy loss and initial understory regrowth revealed by repeated LiDAR | Pontes-Lopes, Aline, Stark, Scott C., Smith, Marielle N., Almeida, Danilo R.A., Shao, Gang, Sato, Luciane Y., Rincon, Nancy L.M., Martins, Giordane A., Goncalves, Nathan B., Ometto, Jean P.H.B., Graca, Paulo M.L.A., Aragao, Luiz E.O.C. | 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 | ||
| Forest disturbances and their impact on ground surface temperatures in permafrost-underlain forest in central Mongolia | Zweigel, Robin B., Avirmed, Dashtseren, Temuujin, Khurelbaatar, Webster, Clare, Lee, Hanna, Westermann, Sebastian | Land Use/Land Cover, Reflectance, Normalized Difference Vegetation Index (NDVI) | ||
| Global uncertainty assessment of vegetation indices from NASA's | Zhou, Qiang, Neigh, Christopher S.R., Ju, Junchang, Wooten, Margaret, Zhu, Zhe, Miura, Tomoaki, Campbell, Petya K.E., Sridhar, Madhu K., Baker, Bradley W., Leite, Rodrigo V. | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| GPP-net: a robust high-resolution GPP estimation network for Sentinel-2 using only surface reflectance and photosynthetically active radiation | Wang, Shaoyu, Ryu, Youngryel, Dechant, Benjamin, Zhang, Helin, Feng, Huaize, Lee, Jeongho, Choi, Changhyun | Reflectance | ||
| Ice-resistant breakwater rock sizing at Elim, Alaska | Engel, Chandler, Morriss, Blaine | Reflectance |