We are in the process of migrating all NASA Earth science data sites into Earthdata from now until end of 2026. Not all NASA Earth science data and resources will appear here until then. Thank you for your patience as we make this transition.
Read about the Web Unification Project
Publications Citing Land Surface Data
List of peer-reviewed publications that cite using Land Surface data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Geospatial System for Wildfire Monitoring and Prediction Using Aerospace Data | Moldamurat, Khuralay, La Spada, Luigi, Bakyt, Makhabbat | Fire Occurrence, Land Surface Temperature, THERMAL ANOMALIES, Fire Dynamics, Surface Radiative Properties | ||
| Geostatistical analysis to guide treatment decisions for soil-transmitted helminthiasis control in Uganda | Nyawanda, Bryan O., Sullivan, Kristin M., Tinkitina, Benjamin, Beinamaryo, Prudence, Nabatte, Betty, Kyarisiima, Hilda, Mubangizi, Alfred, Emerson, Paul M., Utzinger, Jurg, Vounatsou, Penelope | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
|
|
| GIS-based assessment of economically feasible off-grid mini-grids in Ethiopia | Temesgen, Adugnaw Lake, Bekele, Getachew | Land Use/Land Cover Classification | ||
| GIS-based Multi-Criteria Landslide Hazard Zonation in Cameron Highlands: An AHP Approach for Disaster Resilience | ZULMUJI, ZAIRIL ANUAR, Nur Suhaili Mansor | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Global alternatives of natural vegetation cover | Bastin, Jean-Francois, Latte, Nicolas, Bogaert, Jan, Garcia, Claude A., Berzaghi, Fabio, Maestre, Fernando T., Svenning, Jens-Christian, Assede, Emeline, Barima, Sabas, Besisa, Timothee, Bouchoms, Samuel, Crowther, Thomas W., de Haulleville, Thales, de Lame, Hugo, Depoortere, Pauline, Dufrene, Marc, Hoek Van Dijke, Anne J., Lhoest, Simon, Mahy, Gregory, Messier, Christian, Mollicone, Danilo, Ramalason, Felana Nantenaina, Peaucelle, Marc, Plumacker, Antoine, Quetier, Fabien, Rakotondrasoa, Olivia, Sambieni, Kouagou Raoul, Sparrow, Ben, Tarelkin, Yegor, Sikuzani, Yannick Useni, Vander Linden, Arthur, Lejeune, Philippe | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Land Surface Temperature, Emissivity |
|
|
| Global assessment of aerosol radiative effects: New insights from observations, reanalysis, and climate models | Ansari, Kamran, Ramachandran, S., Cherian, R. | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature | ||
| Global assessment of terrestrial precipitation and evapotranspiration in CMIP6 simulations using observation-based estimates | Sun, Shanshan, Xu, Shiqin, Li, Lingcheng, Lin, Yihua, Liu, Hongbo, Maggioni, Viviana, Xu, Yan, Fu, Congsheng | Vegetation Index, Landscape Patterns | ||
| Global biome changes over the last 21 000 years inferred from modeldata comparisons | Li, Chenzhi, Dallmeyer, Anne, Ni, Jian, Chevalier, Manuel, Willeit, Matteo, Andreev, Andrei A., Cao, Xianyong, Schild, Laura, Heim, Birgit, Wieczorek, Mareike, Herzschuh, Ulrike | Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance | ||
| GDBM: A database of global drainage basin morphology | Grieve, Stuart W. D., Chen, Shiuan-An, Singer, Michael B., Michaelides, Katerina | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| GEDI reveals decline in overstorey and increase in understorey canopy | Liu, Xiao, Moudry, Vitezslav, Schuldt, Bernhard, Forkel, Matthias | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height, LIDAR WAVEFORM | ||
| gediDB: A toolbox for processing and providing Global Ecosystem Dynamics Investigation (GEDI) L2A-B and L4A-C data | Besnard, Simon, Dombrowski, Felix, Holcomb, Amelia | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM | ||
| GEEadas: GEE-based automatic detection of adverse-frost stress | Chaves, Michel E.D., Adami, Marcos, Volochen Oldoni, Lucas, Rodigheri, Grazieli, Prudente, Victor Hugo R, Santana, Cleverton Tiago Carneiro de, Garcia, Andre, Covre, Renan Moreira, Sanches, Ieda Del'Arco | Land Surface Temperature, Emissivity | ||
| Gemmatirosa adaptations to arid and low soil organic carbon conditions worldwide | Bao, Yuanyuan, Saez-Sandino, Tadeo, Feng, Youzhi, Yan, Xuebin, He, Shiying, Feng, Shilun, Chen, Ruirui, Guo, Hui, Delgado-Baquerizo, Manuel | Phosphorus, Soil Chemistry | ||
| Geo-environmental determinants of vascular plant richness in Western Anatolia: a species distribution modelling approach for Manisa Spil Mountain, Turkiye | Aytan, Berkay, Sunbul, Fatih | 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 | ||
| Geo-Mamba: A data-driven Mamba framework for spatiotemporal modeling with multi-source geographic factor integration | Shi, Zongwen, Zhao, Chengyi, Wang, Kaixin, Kong, Xiangkui, Zhu, Jianting | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff | ||
| Geographical context matters: Bridging fine and coarse spatial information to enhance continental land cover mapping | Ghassemi, Babak, Dantas, Cassio F., Gaetano, Raffaele, Ienco, Dino, Ghorbanzadeh, Omid, Izquierdo-Verdiguier, Emma, Vuolo, Francesco | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Emissivity, Land Surface Temperature | ||
| Geoinformatics-based watershed-level flood hazard analysis using fuzzy | Kaushik, Kavita, Pandey, Arvind Chandra, Parida, Bikash Ranjan, Dwivedi, Chandra Shekhar | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Geological evidences of the Zonda palaeo-river megafan, Central Andes of | Oropeza, Javier, Moreiras, Stella M., Krohling, Daniela M., De Vleeschouwer, Francois, Le Roux, Gael | 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 | ||
| Geomorphodiversity and anthropization indices for Italian urban areas | Burnelli, Martina, Melelli, Laura, Alvioli, Massimiliano | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability | ||
| Geomorphological development through periglacial landform changes and its contribution to soil diversity in Mount Ilgar in Northeastern Turkiye | Dede, Volkan, Dengiz, Orhan, Demirag Turan, Inci, Senol, Huseyin, Zorlu, Kuttusi, Serin, Soner, Pacci, Sena, Ay, Abdurrahman | 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 | ||
| Global 0.1-Degree Monthly Mean Hourly Total Canopy Solar-Induced Chlorophyll Fluorescence Dataset Derived from Random Forest | Liu, Yaojie, Zhao, Dayang, Zhang, Yongguang, Zhang, Zhaoying | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
|
|
| Global 30-m annual median vegetation height maps (20002022) based on ICESat-2 data and Machine Learning | Hunter, Maria O., Parente, Leandro, Ho, Yu-feng, Bonannella, Carmelo, Guimaraes Ferreira, Laerte, Morton, Douglas, Consoli, Davide, Sloat, Lindsey | Aerosol Optical Depth/Thickness, Land Surface Temperature, Emissivity, Terrain Elevation |
|
|
| Global ``Climate Opportunity Benefit'' of Forest Regeneration: | Cooley, Savannah S., Moore, Elisabeth, Martinez, Jianna, Fahlen, Jocelyn, Maybach, Erin, Gollerkeri, Maya, Rao Vasa, Anjali, KouGiesbrecht, Sian, Huddell, Alexandra M., Norton, Linnea, CawseNicholson, Kerry, DeFries, Ruth, Uriarte, Maria, Menge, Duncan N. L. | Pasture, Land Use/Land Cover Classification | ||
| Global agricultural lands in the year 2015 | Mehrabi, Zia, Tong, Kaitai, Fortin, Julie, Stanimirova, Radost, Friedl, Mark, Ramankutty, Navin | Land Use/Land Cover Classification | ||
| Global air quality index prediction using integrated spatial observation data and geographics machine learning | Anggraini, Tania Septi, Irie, Hitoshi, Sakti, Anjar Dimara, Wikantika, Ketut | Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
|