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Access publications citing NASA Earth science data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Mammal responses to human recreation depend on landscape context | Marion, Solene, Curveira Santos, Goncalo, Herdman, Emily, Hubbs, Anne, Kearney, Sean Patrick, Burton, A. Cole | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Mangrove ecosystems in Southeast Asia region: Mangrove extent, blue carbon potential and CO2 emissions in 19962020 | Rahman, Ceanturi, Ardan, Tuahatu, Juliana W., Lokollo, Frijona F., Supusepa, Junita, Hulopi, Mahriyana, Permatahati, Yustika Intan, Lewerissa, Yona A., Wardiatno, Yusli | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| Mangrove extraction from super-resolution images generated by deep learning models | Hong, Yu, Que, Xiang, Wang, Zhe, Ma, Xiaogang, Wang, Hui, Salati, Sanaz, Liu, Jinfu | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| 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 | ||
| LSTM-based data integration to improve snow water equivalent prediction and diagnose error sources | Song, Yalan, Tsai, Wen-Ping, Gluck, Jonah, Rhoades, Alan, Zarzycki, Colin, McCrary, Rachel, Lawson, Kathryn, Shen, Chaopeng | Albedo, Snow Cover | ||
| 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 copula-based analysis of past changes in global droughts and socioeconomic exposures | Fang, Longzhang, Yin, Jiabo, Wang, Yun, Xu, Jijun, Wang, Yongqiang, Wu, Guangdong, Zeng, Ziyue, Zhang, Xiaojing, Zhang, Jiayu, Meshyk, Aleh | Population Size | ||
| Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review | Andrianarivony, Henintsoa S., Akhloufi, Moulay A. | Fire Occurrence, Fire Dynamics, Burned Area | ||
| 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) |
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| 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 |
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| 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 global air quality index development using remote sensing and ground-based stations | Anggraini, Tania Septi, Irie, Hitoshi, Sakti, Anjar Dimara, Wikantika, Ketut | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Machine learning-based retrieval of total column water vapor over land | Xu, Jiafei, Liu, Zhizhao | Atmospheric Water Vapor, Precipitation, Brightness Temperature |
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| Machine Learning-Based Soil Moisture Retrieval Using CYGNSS and Interpolated SMAP Data | Zhang, Kun, Yu, Kegen, Xu, Nianfu, Wang, Changyang, Lin, Yiruo | Radar Cross-Section, Radar Reflectivity | ||
| 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 | ||
| MAESSTRO: Masked Autoencoders for Sea Surface Temperature Reconstruction under Occlusion | Goh, Edwin, Yepremyan, Alice, Wang, Jinbo, Wilson, Brian | Sea Surface Temperature | ||
| 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) |
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| Low But Persistent Organic Carbon Content of Hyperarid River Deposits and Implications for Ancient Mars | Kalucha, H., Douglas, M. M., Lamb, M. P., Ke, Y., Fischer, W. W. | Photosynthesis, Primary Production, Vegetation Productivity | ||
| Low latency carbon budget analysis reveals a large decline of the land | Ke, Piyu, Ciais, Philippe, Sitch, Stephen, Li, Wei, Bastos, Ana, Liu, Zhu, Xu, Yidi, Gui, Xiaofan, Bian, Jiang, Goll, Daniel S, Xi, Yi, Li, Wanjing, O'Sullivan, Michael, Goncalves De Souza, Jefferson, Friedlingstein, Pierre, Chevallier, Frederic | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Low Water Maps of the Groundwater Table in the Inner Niger Delta Using Multisatellite Datasets Over 2000-2022 | Normandin, Cassandra, Frappart, Frederic, Bourrel, Luc, Bonnet, Marie-Paule, Wigneron, Jean-Pierre | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |