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Title Year Author Topic Dataset
A Machine Learning Framework for the Classification of Natura 2000 Sittaro, Fabian, Hutengs, Christopher, Semella, Sebastian, Vohland, Michael Reflectance
A machine learning method for inland water detection using CYGNSS data Ghasemigoudarzi, Pedram, Huang, Weimin, De Silva, Oscar, Yan, Qingyun, Power, Desmond Reflectance, Total Surface Water
A map of global peatland extent created using machine learning (Peat-ML) Melton, Joe R., Chan, Ed, Millard, Koreen, Fortier, Matthew, Winton, R. Scott, Martin-Lopez, Javier M., Cadillo-Quiroz, Hinsby, Kidd, Darren, Verchot, Louis V. Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Normalized Difference Vegetation Index (NDVI)
A marine isotope stage 11 coastal Acheulian workshop with associated Herries, Andy I. R., Arnold, Lee J., Boschian, Giovanni, Blackwood, Alexander F., Wilson, Coen, Mallett, Tom, Armstrong, Brian, Demuro, Martina, Petchey, Fiona, Meredith-Williams, Matthew, Penzo-Kajewski, Paul, Caruana, Matthew V. Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
A mechanistic assessment of urban heat island intensities and drivers across climates Zhang, Ziyan, Paschalis, Athanasios, Mijic, Ana, Meili, Naika, Manoli, Gabriele, van Reeuwijk, Maarten, Fatichi, Simone Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Land Surface Temperature, Emissivity
A Mechanistic Model for Mud Flocculation in Freshwater Rivers Nghiem, Justin A., Fischer, Woodward W., Li, Gen K., Lamb, Michael P. Air Temperature, Precipitation Amount, Discharge/Flow, Dissolved Carbon Dioxide, Nitrogen Compounds
A global terrestrial evapotranspiration product based on the three-temperature model with fewer input parameters and no calibration requirement Yu, Leiyu, Qiu, Guo Yu, Yan, Chunhua, Zhao, Wenli, Zou, Zhendong, Ding, Jinshan, Qin, Longjun, Xiong, Yujiu 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, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global urban microwave backscatter time series data set for 19932020 using ERS, QuikSCAT, and ASCAT data Frolking, Steve, Milliman, Tom, Mahtta, Richa, Paget, Aaron, Long, David G., Seto, Karen C. Reflectance, Sustainability, Urbanization/Urban Sprawl
A global, spatially granular techno-economic analysis of offshore green ammonia production Salmon, Nicholas, Banares-Alcantara, Rene Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI)
A global-drive analysis of ecosystem respiration in the Arctic and Third Pole Ma, Xiaoliang, He, Panxing, Zeng, Yiyan, Ma, Jun, Wu, Xiaodong 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, Discharge, Soil Depth, Biomass, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor
A globally consistent local-scale assessment of future tropical cyclone risk Bloemendaal, Nadia, de Moel, Hans, Martinez, Andrew B., Muis, Sanne, Haigh, Ivan D., van der Wiel, Karin, Haarsma, Reindert J., Ward, Philip J., Roberts, Malcolm J., Dullaart, Job C. M., Aerts, Jeroen C. J. H. Population Estimates, Socioeconomics
A Google Earth Engine approach for wildfire susceptibility prediction fusion with remote sensing data of different spatial resolutions Tavakkoli Piralilou, Sepideh, Einali, Golzar, Ghorbanzadeh, Omid, Nachappa, Thimmaiah Gudiyangada, Gholamnia, Khalil, Blaschke, Thomas, Ghamisi, Pedram Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
A Google Earth Engine code to estimate properties of vegetation phenology in fire affected areasA case study in North Evia wildfire event on August 2021 Gemitzi, Alexandra, Koutsias, Nikos Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A graph neural network (GNN) approach to basin-scale river network learning: the role of physics-based connectivity and data fusion Sun, Alexander Y., Jiang, Peishi, Yang, Zong-Liang, Xie, Yangxinyu, Chen, Xingyuan Heat Flux, Soil Heat Budget
A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data Li, Jiayi, Zhang, Ben, Huang, Xin Land Use/Land Cover Classification, Reflectance, Anisotropy
A high resolution coupled ocean-atmosphere simulation of the regional climate over Central America Misra, Vasubandhu, Jayasankar, C. B. Total Precipitable Water, Atmospheric Water Vapor, Water Vapor Indicators
A high resolution spatiotemporal fine particulate matter exposure assessment model for the contiguous United States Brokamp, Cole Aerosol Optical Depth/Thickness
A dataset of catalog and characteristics of landslides along the China-Pakistan Karakoram Highway SU, Xiaojun, MENG, Xingmin, ZHANG, Yi, ZHAO, Fumeng, YUE, Dongxia, GUO, Fuyun, ZHOU, Ziqiang Total Surface Precipitation Rate
A dataset of lake-catchment characteristics for the Tibetan Plateau Liu, Junzhi, Fang, Pengcheng, Que, Yefeng, Zhu, Liang-Jun, Duan, Zheng, Tang, Guoan, Liu, Pengfei, Ji, Mukan, Liu, Yongqin Population Size, Land Use/Land Cover Classification, Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Albedo, Reflectance, Total Surface Precipitation Rate, 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
A decadal record of soil moisture spacetime variability over a southeast Australian catchment Senanayake, Indishe P., Yeo, InYoung, Hancock, Gregory R., Willgoose, Garry R. Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global 0.05 dataset for gross primary production of sunlit and shaded vegetation canopies from 1992 to 2020 Bi, Wenjun, He, Wei, Zhou, Yanlian, Ju, Weimin, Liu, Yibo, Liu, Yang, Zhang, Xiaoyu, Wei, Xiaonan, Cheng, Nuo Reflectance, Photosynthesis, Primary Production, Vegetation Productivity
A global 1-km downscaled SMAP soil moisture product based on thermal inertia theory Fang, Bin, Lakshmi, Venkat, Cosh, Michael, Liu, PangWei, Bindlish, Rajat, Jackson, Thomas J. Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global 30-m ET model (HSEB) using harmonized Landsat and Sentinel-2, MODIS and VIIRSComparison to ECOSTRESS ET and LST Jaafar, Hadi, Mourad, Roya, Schull, Mitch Land Surface Temperature, Emissivity, Evapotranspiration
A global analysis of interactions between peace and environmental sustainability Simangan, Dahlia, Lee, Chui Ying, Sharifi, Ayyoob, Lee Candelaria, John, Kaneko, Shinji Environmental Sustainability, Environmental Governance/Management, Climate Adaptation
A global analysis of the break-even prices to reduce atmospheric carbon dioxide via forest plantation and avoided deforestation Chu, Long, Grafton, R. Quentin, Nguyen, Hai Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds
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