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Title Year Author Topic Dataset
Declining Outdoor Recreation and Increased Use of Fitness Centers Among Norwegian Adolescents, 20102019 Liland, Solveig Sandaker, Ulset, Vidar Sandsaunet Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Decoding Heavy PM2.5 and Ozone Pollution: A MultiYear Emission Sensitivity and Synoptic Pattern Analysis Over Eastern China Hu, Weiyang, Lu, Ni, Wang, Xiaolin, Henze, Daven K., Zhang, Lin, Fu, TzungMay, Zheng, Bo, Zhao, Yu Population Size
Decoding the spatiotemporal complexities of the permafrost carbon feedback with multimodal ensemble learning Gay, B. A., Pastick, N. J., Watts, J. D., Armstrong, A. H., Miner, K. R., Miller, C. E. Respiration Rate, Biogeochemical Cycles, Primary Production
Decoding the spatiotemporal dynamics of cropland carbon emission drivers in China: A machine learning-based analysis Li, Hanbing, Jin, Xiaobin, Zhao, Rongqin, Han, Bo, Liang, Xinyuan, Sun, Rui Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Decoding vegetation resilience: NDVI trends and climate impacts in Indian agriculture Dharavath, Nagaraju, Goroshi, Sheshakumar Land Use/Land Cover Classification
Decomposing land surface total water storage in the Indus, Ganges, and Brahmaputra basins Prusevich, A. A., Lammers, R. B., Grogan, D. S., Zuidema, S., Meko, D. M., Rounce, D. R., Hock, R., Velicogna, I. Population Size
Decomposing the bias of shortwave cloud radiative effect in a climate model using machine learning Yang, Hongtao, Chen, Guoxing, Wang, WeiChyung, Bao, Qing, Li, Jiandong Optical Depth/Thickness, Clouds, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Vertical Distribution
Deep learning inversion method for canopy height Based on collaborative modelling of GEDI waveforms and geographic environmental factors Yan, Yi, Han, Ling, Li, Liangzhi, Jing, Ying Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), LIDAR WAVEFORM
Deep learning of flood forecasting by considering interpretability and physical constraints Zhang, Ting, Zhang, Ran, Li, Jianzhu, Feng, Ping 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
Deep learning of seasonal peak snow water content of global boreal Kumawat, Divya, Ebtehaj, Ardeshir, Kumar, Sujay, Colliander, Andreas Snow Water Equivalent
Deep learning the flow law of Antarctic ice shelves Wang, Yongji, Lai, Ching-Yao, Prior, David J., Cowen-Breen, Charlie Ice Velocity
Deep Reinforcement Learning-Based Routing Method for Low Earth Orbit Mega-Constellation Satellite Networks with Service Function Constraints Chen, Yan, Cao, Huan, Wang, Longhe, Chen, Daojin, Liu, Zifan, Zhou, Yiqing, Shi, Jinglin Population Density
Deep Soil Water Reservoirs Modulate Land Use and Drought Effects on the Water Budget of Amazon Headwaters Atwood, Abra, Coe, Michael T., Neill, Christopher, MaracahipesSantos, Leonardo, Brando, Paulo, Riskin, Shelby H., Castanho, Andrea, Deegan, Linda, Silveiro, Antonio Carlos, Macedo, Marcia N. Evapotranspiration, Latent Heat Flux
Deep tectonic movement beneath the Northeastern Tibetan Plateau based on InSAR and GRACE Wen, Zhiqiang, Rao, Weilong, Sun, Wenke Gravity
Deep transfer learning for spatiotemporal mapping of PM2.5 nitrate Zheng, Xi, Meng, Haiyan, Zhao, Zixiang, Liu, Xinyi, Zhou, Li, Grieneisen, Michael L., Zhang, Han, Zhan, Yu, Yang, Fumo 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), RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2. 5 at scale Guo, Wenxuan, Hu, Zhaoping, Jin, Ling, Xu, Yanyan, Gonzalez, Marta C Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fossil Fuel Burning, Atmospheric Carbon Dioxide
DeepBase: A Deep Learning-based Daily Baseflow Dataset across the United States Ghaneei, Parnian, Moradkhani, Hamid Land Surface/Agriculture Indicators, Drought Indices, Satellite Soil Moisture Index, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure, Heat Flux, Longwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff
DeepSARFlood: Rapid and automated SAR-based flood inundation mapping using vision transformer-based deep ensembles with uncertainty estimates Sharma, Nirdesh Kumar, Saharia, Manabendra Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Does log export ban policy a good strategy to fight deforestation? Zerbo, Mouhamed Land Use/Land Cover Classification
Does the Gut Microbiome of the Insular Lizard Gallotia galloti Reflect Variation in Sex, Environment, and Population Genetic Differentiation? DE Cottam et al. Cottam, Dayna E., Cosgrove, Daniel W., Megia-Palma, Rodrigo, Zagar, Anamarija, Blazquez-Castro, Sara, Faria, J. Filipe, Turner, Amy E., Silva, Diego O., Pie, Marcio R. Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability
Does the Satellite Sensing Column-Averaged Dry-Air Mole Fraction CO2(XCO2) Require Oxygen Concentration from O2-A Band for Normalizing? Zhang, Lu, Cao, Xifeng, Yan, Huanhuan, Chen, Lin, Zhang, Peng, Zhang, Xingying, Gao, Peng, Liu, Gongju Atmospheric Carbon Dioxide
Does Warming of the Tibetan Plateau Intensify or Weaken the Xu, Gan, Shi, Huijie, Shu, Shoujuan, Chen, Xuesong, Gu, Jiabei, Li, Weijun Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
Does water-saving irrigation truly conserve water? Yes and No Zhao, Nan, Zheng, Xinjun, Zhang, Bin, Tian, Shengchuan, Du, Lan, Li, Yan Evapotranspiration, Latent Heat Flux
Does within-biome drought sensitivity reflect patterns across biomes? Hedberg, Sydney L., Dao, Phuong D., Knapp, Alan K. Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Dogs of War: The Effect of War-Inflicted Environmental Damage on Martsiv, Mariia, Dykyy, Ihor, Witek, Magorzata, Chibowski, Piotr, Cimarelli, Giulia, Moura, Andre E., Pilot, Magorzata Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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