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 Land Use/Land Cover Classification Data
List of peer-reviewed publications that cite using Land Use/Land Cover Classification data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Satellite observations reveal a decreasing albedo trend of global cities | Wu, Shengbiao, Lin, Xingwen, Bian, Zunjian, Lipson, Mathew, Lafortezza, Raffaele, Liu, Qiang, Grimmond, Sue, Velasco, Erik, Christen, Andreas, Masson, Valery, Crawford, Ben, Ward, Helen Claire, Chrysoulakis, Nektarios, Fortuniak, Krzysztof, Parlow, Eberhard, Pawlak, Wlodzimierz, Tapper, Nigel, Hong, Jinkyu, Hong, Je-Woo, Roth, Matthias, An, Jiafu, Lin, Chen, Chen, Bin | Land Use/Land Cover Classification | ||
| Satellite remote sensing reveals overwhelming recovery of forest from disturbances in Asia | Zhu, Yiying, Wang, Hesong, Zhang, Anzhi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Seasonal variation in land cover estimates reveals sensitivities and | Myers, Daniel T., Jones, David, Oviedo-Vargas, Diana, Schmit, John Paul, Ficklin, Darren L., Zhang, Xuesong | Land Use/Land Cover Classification | ||
| Satellite-based woody canopy cover for Africa: Uncovering bias and recovering best estimates across years | Kahiu, Njoki, Anchang, Julius, Prihodko, Lara, Yu, Qiuyan, Hanan, Niall | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | ||
| Revisiting the consistency of MODIS LAI products from a new perspective | Peng, Rui, Yan, Kai, Liu, Jinxiu, Gao, Si, Pu, Jiabin, Maeda, Eduardo Eiji, Zhu, Peng, Knyazikhin, Yuri, Myneni, Ranga B. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | ||
| Rising lake levels in central East Africa are driven by increasing rainfall and land-use intensification | Byrne, Aidan, Norris, Ken, Chadwick, Michael A., Avery, Sean, Olaka, Lydia, Tebbs, Emma J. | Population Size, Land Use/Land Cover Classification | ||
| Risk of spread of the Asian citrus psyllid <i>Diaphorina citri</i> | Ninsin, Kodwo Dadzie, Souza, Philipe Guilherme Corcino, Amaro, George Correa, Aidoo, Owusu Fordjour, Barry, Edmond Joseph Djibril Victor, da Silva, Ricardo Siqueira, Osei-Owusu, Jonathan, Dofuor, Aboagye Kwarteng, Ablormeti, Fred Kormla, Heve, William K., Edusei, George, Agboyi, Lakpo Koku, Beseh, Patrick, Boafo, Hettie Arwoh, Borgemeister, Christian, Setamou, Mamoudou | Land Use/Land Cover Classification | ||
| Revegetation impacts on moisture recycling and precipitation trends in the Chinese Loess Plateau | Cao, Mingzhu, Wang, Weiguang, Wei, Jia, Forzieri, Giovanni, Fetzer, Ingo, WangErlandsson, Lan | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Carbon Monoxide, Carbon Monoxide, Atmospheric Ozone, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification |
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| Sand and Dust Storm Risk Assessment in Arid Central Asia: Implications | Wang, Wei, He, Shanfeng, Guo, Hao, Abuduwaili, Jilili, Samat, Alim, De Maeyer, Philippe, Van de Voorde, Tim | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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) | ||
| River Geomorphology and Fish Diversity Around the Manseriche Gorge, the | Abad, J. D., Chicchon, H., Chuctaya, J., Mendoza, A., Valverde, H., Oshiro, C., Montoya, M. | 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 | ||
| Rainy season decreases ground-dwelling ant richness, but increases the | Dantas1, Anderson, Menezes2, Rosemberg F., Ribeiro-Neto2, Jose Domingos, Alencar3, Janderson Batista Rodrigues, Brito, Carlos Henrique de | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | ||
| Quantifying the influence of snow over sea ice morphology on L-band passive microwave satellite observations in the Southern Ocean | Zhou, Lu, Stroeve, Julienne, Nandan, Vishnu, Willatt, Rosemary, Xu, Shiming, Zhu, Weixin, Kacimi, Sahra, Arndt, Stefanie, Yang, Zifan | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth, Brightness Temperature, 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 Edges, Ice Extent, Ice Floes, Ice Growth/Melt, 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, Sea Ice Concentration, Sea Ice Concentration, Snow Depth | ||
| Quantifying the long-term changes of terrestrial water storage and their driving factors | Shi, Xiaoying, Wang, Yaoping, Mao, Jiafu, Thornton, Peter E., Ricciuto, Daniel M., Hoffman, Forrest M., Hao, Yuefeng | Land Use/Land Cover Classification | ||
| Quantifying the precipitation supply of China's drylands through | Wei, Fangli, Wang, Shuai, Fu, Bojie, Li, Yan, Huang, Yuanyuan, Zhang, Wenmin, Fensholt, Rasmus | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification | ||
| Quantifying the relative importance of influencing factors on NPP in Hengduan Mountains of the Tibetan Plateau from 2002 to 2021: A Dominance Analysis | Long, Boyin, Zeng, Changli, Zhou, Tao, Yang, Zhihan, Rao, Fuping, Li, Jingji, Chen, Guo, Tang, Xiaolu | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Biomass Dynamics, Biomass | ||
| Projecting Surface Water Area Under Different Climate and Development | Gaines, Mollie D., Tulbure, Mirela G., Perin, Vinicius, Composto, Rebecca, Tiwari, Varun | Land Use/Land Cover Classification | ||
| Regional to global distributions, trends, and drivers of biogenic volatile organic compound emission from 2001 to 2020 | Wang, Hao, Liu, Xiaohong, Wu, Chenglai, Lin, Guangxing | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthetically Active Radiation |
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| Regionalization in global hydrological models and its impact on runoff simulations: a case study using WaterGAP3 (v 1.0. 0) | Kupzig, Jenny, Kupzig, Nina, Florke, Martina | Land Use/Land Cover Classification | ||
| Remote Sensing Crop Water Stress Determination Using CNN-ViT Architecture | Lehouel, Kawtar, Saber, Chaima, Bouziani, Mourad, Yaagoubi, Reda | Brightness Temperature, Land Use/Land Cover Classification, Soil Moisture/Water Content, Soil Temperature, Soil Texture, Vegetation Water Content | ||
| RETRACTED: Metal free cross-dehydrogenative N-N coupling of primary | Kathiravan, Subban, Dhillon, Prakriti, Zhang, Tianshu, Nicholls, Ian A. | Land Use/Land Cover Classification | ||
| Responses of the Urban Atmospheric Thermal Environment to Two Distinct | Zhao, Yang, Zhong, Lei, Zhou, Keqi, Liu, Bin, Shu, Weixi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Reservoir Induced Spatio-Temporal Changes in Land-Use/Land-Cover Pattern of Bagalkot Due to Submergence Using Remote Sensing and GIS | Manju Kumar, P., Soraganvi, Veena S., Basavaraj, D. B., Lingadevaru, D. C. | Land Use/Land Cover Classification | ||
| Resolving controversies surrounding carbon sinks from carbonate | Bai, Xiaoyong, Zhang, Sirui, Smith, Pete, Li, Chaojun, Xiong, Lian, Du, Chaochao, Xue, Yingying, Li, Zilin, Long, Mingkang, Li, Minghui, Zhang, Xiaoyun, Yang, Shu, Luo, Qing, Shen, Xiaoqian | Land Use/Land Cover Classification | ||
| Resolving heterogeneous fluxes from tundra halves the growing season carbon budget | Ludwig, Sarah M., Schiferl, Luke, Hung, Jacqueline, Natali, Susan M., Commane, Roisin | Dissolved Gases, Dissolved Carbon Dioxide, Surface Water Chemistry, Surface Water Features, Atmospheric Carbon Dioxide, Watershed Characteristics, Topographic Effects, PERMAFROST MELT, Lakes/Reservoirs, Rivers/Streams, Normalized Difference Vegetation Index (NDVI), Alpine/Tundra, Land Use/Land Cover Classification | ||
| Response of grassland growing season length to extreme climatic events on the Qinghai-Tibetan Plateau | Zhong, Run, Yan, Kai, Gao, Si, Yang, Kai, Zhao, Shuang, Ma, Xuanlong, Zhu, Peng, Fan, Lei, Yin, Gaofei | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |