Using HighResolution Satellite Imagery and Deep Learning to Track Dynamic Seasonality in Small Water Bodies
2023
Mullen, Andrew L., Watts, Jennifer D., Rogers, Brendan M., Carroll, Mark L., Elder, Clayton D., Noomah, Jonas, Williams, Zachary, CaraballoVega, Jordan A., Bredder, Allison, Rickenbaugh, Eliza, Levenson, Eric, Cooley, Sarah W., Hung, Jacqueline K. Y., Fiske, Greg, Potter, Stefano, Yang, Yili, Miller, Charles E., Natali, Susan M., Douglas, Thomas A., Kyzivat, Ethan D.
Reflectance , Total Surface Water , Lakes/Reservoirs , Forests, Alpine/Tundra, Lake/Pond
Understanding the robustness of spectral-temporal metrics across the
2023
Frantz, David, Rufin, Philippe, Janz, Andreas, Ernst, Stefan, Pflugmacher, Dirk, Schug, Franz, Hostert, Patrick
Reflectance , Total Surface Water
Top-Down Regulation by a Reindeer Herding System Limits Climate-Driven
2023
Spiegel, Marcus P., Volkovitskiy, Alexander, Terekhina, Alexandra, Forbes, Bruce C., Park, Taejin, MaciasFauria, Marc
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Total Surface Water , Clouds , Cloud Frequency, Cloud Height
Global assessment of nature?s contributions to people
2023
Liu, Yanxu, Fu, Bojie, Wang, Shuai, Rhodes, Jonathan R., Li, Yan, Zhao, Wenwu, Li, Changjia, Zhou, Sha, Wang, Chenxu
Reflectance , Total Surface Water
A Globally Applicable Method for NDVI Estimation from Sentinel-1 SAR
2023
Roberg, Thomas, Schmitt, Michael
Reflectance , Total Surface Water
DHI-GHM: Real-time and forecasted hydrology for the entire planet
2023
Murray, Alexandra M., Jrgensen, Gregers H., Godiksen, Peter N., Anthonj, Jannik, Madsen, Henrik
Land Use/Land Cover Classification , Reflectance , Total Surface Water
Deep learning with citizen science data enables estimation of species diversity and composition at continental extents
2023
Davis, Courtney L., Bai, Yiwei, Chen, Di, Robinson, Orin, RuizGutierrez, Viviana, Gomes, Carla P., Fink, Daniel
Reflectance , Total Surface Water
Dry-to-Wet Soil Gradients Enhance Convection and Rainfall over Subtropical South America
2023
Chug, Divyansh, Dominguez, Francina, Taylor, Christopher M., Klein, Cornelia, Nesbitt, Stephen W.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation , Brightness Temperature, Reflectance , Total Surface Water , Emissivity, Land Surface Temperature , Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Brightness Temperature, Surface Soil Moisture, Precipitation Amount, Precipitation Rate , Snow, Rain
OPERA DYNAMIC SURFACE WATER EXTENTS FOR HARMONIZED LANDSAT SENTINEL-2
2023
Arena, Nicholas, Bato, Grace, Bekaert, David, Bonnema, Matthew, Chan, Steven, Chapman, Bruce, Jones, John W., Handwerger, Alexander L., Lewandowski, Alex, Marshak, Charlie, Sangha, Simran, Venkataramani, Karthik
Total Surface Water
NASA's Updated Near Real-Time Global Flood Product
2023
Slayback, Daniel, Devadiga, Sadashiva, Kettner, Albert, Shrestha, Ranjay, Davies, Diane
Reflectance , Total Surface Water
A Central Asia hydrologic monitoring dataset for food and water security applications in Afghanistan
2022
McNally, Amy, Jacob, Jossy, Arsenault, Kristi, Slinski, Kimberly, Sarmiento, Daniel P., Hoell, Andrew, Pervez, Shahriar, Rowland, James, Budde, Mike, Kumar, Sujay, Peters-Lidard, Christa, Verdin, James P.
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Total Surface Water , Brightness Temperature, SIGMA NAUGHT, Precipitation , Precipitation Amount, Precipitation Rate , Albedo, Snow Cover
Global biomass burning fuel consumption and emissions at 500 m spatial resolution based on the Global Fire Emissions Database (GFED)
2022
van Wees, Dave, van der Werf, Guido R., Randerson, James T., Rogers, Brendan M., Chen, Yang, Veraverbeke, Sander, Giglio, Louis, Morton, Douglas C.
Photosynthesis, Primary Production, Vegetation Productivity, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification , Reflectance , Total Surface Water , Plant Phenology, Enhanced Vegetation Index (EVI), Biomass, Forests, Carbon , Burned Area, Terrain Elevation , Plant Characteristics, Soil Moisture/Water Content , Vegetation Species, Soil Depth
Evaluating hydrologic region assignment techniques for ungaged basins in Alaska, USA
2022
Barnhart, Theodore B., Farmer, William H., Hammond, John C., Sexstone, Graham A., Curran, Janet H., Koch, Joshua C., Driscoll, Jessica M.
Total Surface Water , Land Use/Land Cover Classification
Global seasonal dynamics of inland open water and ice
2022
Pickens, Amy H., Hansen, Matthew C., Stehman, Stephen V., Tyukavina, Alexandra, Potapov, Peter, Zalles, Viviana, Higgins, Jonathan
Reflectance , Total Surface Water , Snow Cover
An Open and Scalable Method for Spatial Measurement of Blue Economies
2022
Llewellyn, Lyndon E.
Reflectance , Total Surface Water
A deep neural network based SMAP soil moisture product
2022
Gao, Lun, Gao, Qiang, Zhang, Hankui, Li, Xiaojun, Chaubell, Mario Julian, Ebtehaj, Ardeshir, Shen, Lian, Wigneron, Jean-Pierre
Land Use/Land Cover Classification , Reflectance , Total Surface Water , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Soil Moisture
A machine learning method for inland water detection using CYGNSS data
2022
Ghasemigoudarzi, Pedram, Huang, Weimin, De Silva, Oscar, Yan, Qingyun, Power, Desmond
Reflectance , Total Surface Water
Are global cities homogenizing? An assessment of urban form and heat island implications
2022
Stuhlmacher, Michelle, Georgescu, Matei, Turner, B.L., Hu, Yi'na, Goldblatt, Ran, Gupta, Sarthak, Frazier, Amy E., Kim, Yushim, Balling, Robert C., Clinton, Nicholas
Population Size, Land Surface Temperature , Emissivity, Reflectance , Total Surface Water
Mapping South Americas drylands through remote sensingA review of the methodological trends and current challenges
2022
Ganem, Khalil Ali, Xue, Yongkang, Rodrigues, Ariane de Almeida, Franca-Rocha, Washington, Oliveira, Marceli Terra de, Carvalho, Nathalia Silva de, Cayo, Efrain Yury Turpo, Rosa, Marcos Reis, Dutra, Andeise Cerqueira, Shimabukuro, Yosio Edemir
Reflectance , Anisotropy, Albedo , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Total Surface Water
Multi-modal temporal CNNs for live fuel moisture content estimation
2022
Miller, Lynn, Zhu, Liujun, Yebra, Marta, Rudiger, Christoph, Webb, Geoffrey I.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Anisotropy, Total Surface Water , Albedo, Snow Cover
Systematic water fraction estimation for a global and daily surface water time-series
2021
Mayr, Stefan, Klein, Igor, Rutzinger, Martin, Kuenzer, Claudia
Reflectance , Anisotropy, Total Surface Water
Suppressed Daytime Convection Over the Amazon River
2021
Wu, M., Lee, J.E., Wang, D., Salameh, M.
Emissivity, Land Surface Temperature , Reflectance , Total Surface Water , Evapotranspiration , Latent Heat Flux, Drainage, Rivers/Streams , Watershed Characteristics
Water and hydropower reservoirs: High temporal resolution time series derived from MODIS data to characterize seasonality and variability
2021
Klein, Igor, Mayr, Stefan, Gessner, Ursula, Hirner, Andreas, Kuenzer, Claudia
Reflectance , Total Surface Water
Global land mask for satellite ocean color remote sensing
2021
Mikelsons, Karlis, Wang, Menghua, Wang, Xiao-Long, Jiang, Lide
Reflectance , Total Surface Water
Greening vs browning? Surface water cover mediates how tundra and boreal
2021
Li, Jing, Holmgren, Milena, Xu, Chi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Reflectance , Total Surface Water