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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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Mangrove forest regeneration age map and drivers of restoration success in Gulf Cooperation Council countries from satellite imagery Mohan, Midhun, Dutta Roy, Abhilash, Montenegro, Jorge F., Watt, Michael S., Burt, John A., Shapiro, Aurelie, Ouerfelli, Dhouha, Daniel, Redeat, de-Miguel, Sergio, Ali, Tarig, Ortega Pardo, Macarena, Al Sayah, Mario, Aboobacker, Valliyil Mohammed, El Beyrouthy, Naji, Reef, Ruth, Adrah, Esmaeel, AlMealla, Reem, Arachchige, Pavithra S. Pitumpe, Selvam, Pandi, Jaafar, Wan Shafrina Wan Mohd, Sujud, Lara, Bahzad, Jenan, Alawatte, Isuru, Hussein, Sohaib, Lopez-Martinez, Carlos, Sidik, Frida, Nithyanandan, Manickam, Abdullah, Meshal, Al-Khalid, Mohammad, Abulibdeh, Ammar, Cardil, Adrian, Chambers, Jeffrey Q. Land Surface Temperature, Emissivity
Map of forest tree species for Poland based on Sentinel-2 data Grabska-Szwagrzyk, Ewa, Tiede, Dirk, Sudmanns, Martin, Kozak, Jacek Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
mapme.biodiversity: Efficient Monitoring of Global Biodiversity Portfolios Gorgen, Darius A., Bhandari, Om Prakash Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Lu-Hf and U-Pb dating of the Zayanderud eclogites: Implications for Jamaliashtiani, Rezvaneh, Scherer, Erik E., Schmitt, Axel K., Hassanzadeh, Jamshid, Hertwig, Andreas T. Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Machine learning allows for large-scale habitat prediction of a wide-ranging carnivore across diverse ecoregions OMalley, W. Connor, Elbroch, L. Mark, Zeller, Katherine A., Beier, Paul, Beale, Meghan M., Beausoleil, Richard A., Kertson, Brian, Knopff, Kyle, Kunkel, Kryan, Maletzke, Benjamin T., Martins, Quinton, Matchett, Marc R., Wilmers, Christopher C., Wittmer, Heiko U., Vickers, Winston, Sager-Fradkin, Kimberly, Robinson, Hugh Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Machine learning and global vegetation: random forests for downscaling and gap filling van Jaarsveld, Barry, Hauswirth, Sandra M., Wanders, Niko Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning based urban sprawl assessment using integrated Sakti, Anjar Dimara, Deliar, Albertus, Hafidzah, Dyah Rezqy, Chintia, Adria Viola, Anggraini, Tania Septi, Ihsan, Kalingga Titon Nur, Virtriana, Riantini, Suwardhi, Deni, Harto, Agung Budi, Nurmaulia, Sella Lestari, Aritenang, Adiwan Fahlan, Riqqi, Akhmad, Hernandi, Andri, Soeksmantono, Budhy, Wikantika, Ketut Aerosol Optical Depth/Thickness, Land Surface Temperature, Emissivity
Machine learning downscaling of GRACE/GRACE-FO data to capture spatial-temporal drought effects on groundwater storage at a local scale under data-scarcity Shilengwe, Christopher, Banda, Kawawa, Nyambe, Imasiku Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning-based assessment of regional-scale variation of Das, Raja, Tien, Pham Van, Wegmann, Karl W., Chakraborty, Madhumita Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Machine-Learning Based Multi-Layer Soil Moisture Forecasts-An Du, J., Kimball, J. S., Jencso, K., Hoylman, Z., Brust, C., Ketchum, D., Xu, Y., Lu, H., Sheffield, J. Land Surface Temperature, Emissivity, Brightness Temperature, Surface Soil Moisture
Magnitude of and Hydroclimatic Controls on CO<sub>2</sub> and Chen, Shuai, Ran, Lishan, Zhong, Jun, Liu, Boyi, Yang, Xiankun, Yang, Ping, Tian, Mingyang, Yang, Qianqian, Li, SiLiang, Yan, Zhifeng, Fang, Nufang Population Density, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Loss and recovery of vegetation productivity in response to extreme Li, Meng, Cui, Rui, Bu, Lingjia, Yang, Yuting Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
LRFD methodology for river embankments against non-stationary flooding under climate change Alhamid, Abdul Kadir, Akiyama, Mitsuyoshi, He, Zhengying, Firdaus, Putri Syahidah, Frangopol, Dan M. RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Labor market impacts of eco-development initiatives in protected areas Balietti, Anca, Jaiswal, Sreeja, Schaffer, Daniel Socioeconomics, Land Use/Land Cover
Ladder fuels rather than canopy volumes consistently predict wildfire Hakkenberg, Christopher R., Clark, Matthew L., Bailey, Tim, Burns, Patrick, Goetz, Scott J. Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height
Lake ice break-up in Greenland: timing and spatiotemporal variability Posch, Christoph, Abermann, Jakob, Silva, Tiago Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
LamaH-Ice: LArge-SaMple DAta for Hydrology and Environmental Sciences for Iceland Helgason, Hordur Bragi, Nijssen, Bart Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Land Use/Land Cover Classification
Land and Atmospheric Drivers of the 2023 Flood in India Kushwaha, Anuj Prakash, Solanki, Hiren, Vegad, Urmin, Mahto, Shanti Shwarup, Mishra, Vimal Population Density, Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
Land Cover Disaggregated Fire Occurrence and Particulate Adaktylou, Nektaria, Stratoulias, Dimitris, Borgman, Julia, Cha, Sangwoo, Adiningrat, Devara P., Nuthammachot, Narissara Land Use/Land Cover Classification
Land degradation assessment and monitoring of drylands Stellmes, Marion, Sonnenschein, Ruth, Roder, Achim, Udelhoven, Thomas, del Barrio, Gabriel, Hill, Joachim Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index
Land potential assessment and trend-analysis using 20002021 FAPAR monthly time-series at 250 m spatial resolution Hacklander, Julia, Parente, Leandro, Ho, Yu-Feng, Hengl, Tomislav, Simoes, Rolf, Consoli, Davide, Sahin, Murat, Tian, Xuemeng, Jung, Martin, Herold, Martin, Duveiller, Gregory, Weynants, Melanie, Wheeler, Ichsani Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Aerosol Optical Depth/Thickness, Land Surface Temperature, Emissivity
Land subsidence in Bangkok vicinity: Causes and long-term trend analysis using InSAR and machine learning Ahmed, Sakina, Hiraga, Yusuke, Kazama, So Land Use/Land Cover, Population Estimates, Socioeconomics
Modeling the ecological niche of rhamnus prinoides L. under climate change scenarios: a MaxEnt modeling approach Gebrewahid, Yikunoamlak, Eyasu, Gebru, Meresa, Esayas, Abrehe, Selemawi, Darcha, Girmay, Manaye, Ashenafi, Tesfamariam, Berihu Carbon, Cation Exchange Capacity, Organic Matter
Modeling the effects of irrigated agricultural development on the hydroclimate of the Lake Urmia Basin Ghavni, K. Khademi, Hejabi, S., Montaseri, M. 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, Land Use/Land Cover Classification, Land Use Classes, Vegetation Cover, Albedo
Modeling canopy water content in the assessment for rainfall induced surface and groundwater nitrate contamination: The Bilate cropland sub watershed Assa, Bereket Geberselassie, Bhowmick, Anirudh, Cholo, Bisrat Elias Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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