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Machine Learning-Based Spatiotemporal Analysis for Landslide Susceptibility Mapping in the Hindu Kush Himalayan Region Guria, Rajkumar, Mishra, Manoranjan, Roy, Sujit Kumar, da Silva, Richarde Marques, Mishra, Minati, de Oliveira, Gabriel, Santos, Celso Augusto Guimaraes Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning-based winter wheat yield prediction using multisource Khosravani Shariati, Seyed Arash, Abbasi, Ali 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, Reflectance, Anisotropy, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine learning-enhanced high-resolution exposure assessment of ultrafine particles Jianyao, Yudie, Yuan, Hongyong, Su, Guofeng, Wang, Jing, Weng, Wenguo, Zhang, Xiaole Population Density
Machine LearningBased Estimation of ClearSky Direct Aerosol Radiative Forcing Using Multisensor Satellite Observations Zhang, Lu, Li, Jing, Dong, Yueming, Ying, Tong, Zhang, Zhenyu, Liu, Guanyu, Zhang, Chongzhao Aerosol Extinction, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Albedo, Anisotropy, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
Machine-Learning-Based Monitoring of Night Sky Brightness Using Sky Zheng, Siyue, Chen, Yanrong, Eziz, Anwar, Kurban, Alishir, Van de Voorde, Tim, De Maeyer, Philippe Reflectance
Low salinity, high ocean heat content, and warm core eddy effects on the upper ocean response during Hurricane Sally (2020): An analysis of a Hurricane Glider ... Tsei, Senam, Howden, Stephan, Diercks, Arne R., Zhang, Jun A., Miles, Travis N., Nyadjro, Ebenezer, Martin, Kevin M. Ocean Currents
Low, but gradually growing deforestation and carbon emissions from the Cuvette Centrale peatlands, 20012021 Jenkins, Shona J, Mitchard, E T A, Honorio Coronado, E N, Page, S E, Emba Botuli, O, Crezee, B, Ifo, S A, Dargie, Greta C, Ewango, C E N, Bokungu, E, Lewis, S L Population Density
Low-degree gravity field coefficients based on inverse GNSS method: insights into hydrological and ice mass change studies Nowak, Adrian, Zajdel, Radosaw, Gadyn, Filip, Sosnica, Krzysztof Gravity Anomalies
Low-level PM2.5 Exposure, Cardiovascular and Nonaccidental Peralta, Adjani A., Castro, Edgar, Danesh Yazdi, Mahdieh, Kosheleva, Anna, Wei, Yaguang, Schwartz, Joel 24 Hour Precipitation Amount, Maximum/Minimum Temperature
Low-Rank Gap Filling and Downscaling for SMAP Soil Moisture Datasets Beale, Kevin, Bras, Rafael L., Romberg, Justin Brightness Temperature, Land Use/Land Cover Classification, Soil Classification, Soil Moisture/Water Content, Soil Temperature, Vegetation Water Content, SIGMA NAUGHT, Surface Soil Moisture, Soil Bulk Density, Soil Moisture/Water Content, Soil Temperature, Soil Texture, Soil Texture, Land Surface Temperature, Precipitation Indices, Soil Moisture, Soil Temperature, Precipitation Amount
Lower carbon uptake rates resulting from converting wooded Cerrado to Zhao, Yuqing, Holl, David, Anache, Jamil A.A., Kobayashi, Alex N.A., Wendland, Edson Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Lower growth and production of latewood intra-annual density fluctuations due to drought-triggered forest die-off Camarero, J. Julio, Colangelo, Michele, Gazol, Antonio, Gonzalez de Andres, Ester, Valeriano, Cristina 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
Lower Tropospheric Response to Local Sea Surface Temperature Anomalies: Borgnino, M., Desbiolles, F., Meroni, A. N., Pasquero, C. Sea Surface Temperature
LUNTIAN: An Agent-Based Model of an Industrial Tree Plantation for Promoting Sustainable Harvesting in the Philippines Arnejo, Zenith, Gaudou, Benoit, Saqalli, Mehdi, Bantayan, Nathaniel Runoff, Soil Texture
Machine Learning and Multisensor Data Fusion for Forest above Ground Biomass Estimation in Arkansas Saim, Abdullah Al, Aly, Mohamed H. Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM
Machine learning approaches for clear-sky Land Surface Albedo (LSA) retrieval using OCM-3 data over diverse Indian landscapes KURESHI, ALIYA M., PATHAK, VISHAL N., KARDANI, DISHA B., DAVE, JALPESH A., SHAH, DHIRAJ B., TURAKHIA, TEJAS P., GUJRATI, ASHWIN, PANDYA, MEHUL R., TRIVEDI, HIMANSHU J. Aerosol Optical Depth/Thickness, Albedo, Anisotropy
Mapping snow-covered forest albedo via hybrid radiative transfer and Chen, Siyong, Xiao, Pengfeng, Zhang, Xueliang, Pellikka, Petri, Liu, Hao, Liu, Yantao Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mapping socio-ecological vulnerability of tropical peatland fires Lee, Janice Ser Huay, Wu, Sifeng, Fatimah, Yuti A, Smith, Stuart W, Rahman, Nur Estya Bte, Chong, Kwek Yan, Saad, Asmadi, Wardhana, Budi, Giam, Xingli Particulate Matter, Particulates, Habitat Conversion/Fragmentation
Mapping temperate Savanna in Northeastern China through Integrating UaV and Satellite Imagery Li, Xiaoya, Duan, Tao, Yang, Kaijie, Yang, Bin, Wang, Chunmei, Tian, Xin, Lu, Qi, Wang, Feng Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mapping the climate and agronomic digital advisory services landscape in West and Central Africa: A step towards making food systems productive and climate resilient Singh, Manjari, Ouedraogo, Mathieu, Jimenez, Daniel, Talsma, Tiffany, Ouedraogo, Adama, Kagabo, Desire, Ramirez, Julian, Laderach, Peter Electricity, Population Distribution, Climate Adaptation
Mapping the ecological worth of glaciers of the Indian Himalayan region Arya, A.R., Santhanam, Harini Land Use/Land Cover, Surface Water
Mapping the mismatch between building and population growth: A global study of 1,700 cities Lou, Siwei, Huang, Yu, Zou, Yukai, Xia, Dawei Reflectance, Sustainability, Urbanization/Urban Sprawl
Mapping the paleo ice-flow in Larsemann Hills, East Antarctica by UAV remote sensing and terrain analysis Li, Yibo, Li, Teng, Zhang, Baogang, Zhao, Tiancheng, Zheng, Lei, Liang, Qi, Cheng, Xiao, Hu, Jianmin Ice Velocity, Grounding Line
Long-term monitoring reveals scale-dependent decoupling of waterbird He, Miaomiao, Lin, Yufeng, Cheng, Cheng, Zhou, Zhiqin, Guo, Pingping, Fan, Xin, Wang, Wenqing Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity
LONG-TERM NDVI TRENDS AND TERRAIN CHARACTERISTICS IN THE NATURAL ECOSYSTEM OF THE NURATAU NATURE RESERVE Isomov, J.A., Khabibullaev, B.Sh., Shomurodov, Kh.F., Beshko, N.Yu., Kosimov, Z.Z., Fayziev, K.O., Abulfayzov, Kh.Sh., H.R., H.R. Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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