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Publications Citing Human Dimensions Data

List of peer-reviewed publications that cite using Human Dimensions data.
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Scalable sub-meter mapping of woody vegetation and structures across California's heterogeneous landscape using deep learning Zhu, Yunzhe, Dixon, Dan J., Jin, Yufang Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT
Satellite megaconstellations and collective casualty risks Wright, Ewan, Boley, Aaron, Byers, Michael Population Size
Spatiotemporal patterns of surface temperature response to forest harvest in Europe Huang, Bo, Li, Yan, Zhang, Xia, Stadler, Konstantin, Cherubini, Francesco Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Land Surface Temperature, Emissivity
Spatiotemporal dynamic of global fires and their effects on land cover Tian, Peng, Wu, Shenghao, Yan, Yanyun, Xiao, Derong, Li, Jialin, Liu, Yongchao, Zhang, Haitao, Ying, Chao Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Rising Air-Conditioning Use Intensifies Global Warming Zhang, Hongzhi, Shan, Yuli, Li, Ruoqi, Xue, Rui, Ma, Junhua, Kikstra, Jarmo, Shi, Zongbo, Wang, Zhaohua, Zhang, Bin, Wang, Bo, Fang, Shuai, Yang, Fan, Hubacek, Klaus Population Estimates, Socioeconomics
Retrieval of aerosol composition from spectral aerosol optical depth and optical properties using a machine learning approach Ji, Denghui, Sun, Xiaoyu, Ritter, Christoph, Notholt, Justus 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), Geopotential Height, Altitude, Surface 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, Skin Temperature
QUADICA v2: extending the large-sample data set for water QUAlity, DIscharge and Catchment Attributes in Germany Ebeling, Pia, Hubig, Alexander, Wachholz, Alexander, Scharfenberger, Ulrike, Haug, Sarah, Nguyen, Tam, Sarrazin, Fanny, Batool, Masooma, Musolff, Andreas, Kumar, Rohini Population Density
Quantifying high spatiotemporal impervious surface change with time series PlanetScope imagery Wang, Suiyuan, Wang, Le Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure
Statistical Modeling of Wildfire Occurrence Based on Geomorphometry in La Amistad International Park's Buffer Zone Chou-Chen, Shu Wei, Quesada-Roman, Adolfo, Vargas-Sanabria, Daniela Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Unprecedented Amazonian rainforests damage during the 20232024 droughts Bai, Hao, Liu, Xiangzhuo, Yang, Hui, Chave, Jerome, Ciais, Philippe, Wigneron, Jean-Pierre, Saatchi, Sassan, Xiao, Jingfeng, Le Toan, Thuy, Hu, Xiaomei, Yang, Ziyan, Wang, Lijun, Fan, Lei, Yao, Yitong, Chen, Xiuzhi, Liu, Yanxu, Xue, Baolin, Guo, Qinghua, Tang, Zhiyao, Liu, Hongyan, Fang, Jingyun, Tao, Shengli Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Anisotropy
Strong national and regional changes in the accessibility of the world's coral reefs over the last two decades Wang, Yi, Lee, Tien Ming, Maire, Eva, Mellin, Camille, Velez, Laure, Mouillot, David, Cinner, Joshua E. Population Size
The Arctic Boreal Burned Area (ABBA) Product Chen, Dong, Hall, Joanne V., HoffmanHall, Amanda, Shevade, Varada, Argueta, Fernanda, Liang, Xiaoyu, Loboda, Tatiana Forests, Fire Occurrence, Reforestation, Burned Area, Reflectance, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Total Surface Water
Technoeconomic and Energy Life Cycle Assessments of Wind Energy Systems for Regional Hybrid Electric Aircraft Kennedy, Abigail, Ansell, Phillip J. Population Density
Temperature and Moisture Variability Drive Resilience Shifts in Canada's Yang, Chenlin, Cui, Tianxiang, Fan, Lei, Wang, Jian, Wigneron, Jean-Pierre Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
The Impact of NO2 and SO2 Pollutants on Respiratory Diseases: A Case Study of Indonesia Asadelia Rafmawan, Reizka Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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 10), PARTICULATE MATTER (PM 1.0)
The dynamic response of vegetation water use efficiency to wildfire Xi, Huipeng, Wang, Qunming, Atkinson, Peter M. Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Temporal trends in short-term PM2. 5 exposure and adverse birth outcomes in Japan: nationwide modelling study across four decades Ith, Sophearen, Ng, Chris Fook Sheng, Yuan, Lei, Cao, Alton, Tomo, Yui, Hashizume, Masahiro, Yoneoka, Daisuke 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)
The river Rhine transports around 4,000 tonnes of macrolitter towards the North Sea each year Gnann, Nina, Horeth, Katharina, Schweigert, Nicolas, Evers, Mariele, Ternes, Thomas A., Hamann, Leandra Population Density
Surface Variable-Based Machine Learning for Scalable Arsenic Prediction Azad, Shams, Stahl, Mason O., Erickson, Melinda, DeYoung, Beck A., Connolly, Craig, Chillrud, Lawrence, Schilling, Kathrin, NavasAcien, Ana, Basu, Anirban, Mailloux, Brian, Bostick, Benjamin C., Chillrud, Steven N. Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Surface Water Features, Population
Validation of National and Global Satellite-Derived Products for Mapping Burned Areas in Russia Matveev, A. M., Bartalev, S. A., Egorov, V. A., Saigin, I. A., Stytsenko, F. V., Shinkarenko, S. S. Forests, Fire Occurrence, Reforestation, Burned Area
Enhancing PM2.5 exposure assessment across China with a novel urbanrural balanced estimation framework Ding, Yu, Li, Siwei, Xing, Jia, Dong, Jiaxin, Yang, Jie, Ni, Wenjia 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)
Decadal precipitation variability and atmospheric brown cloud effects: a multi-platform assessment over the Indian subcontinent Jangid, Manish, Dass, Avinash Total Surface Precipitation Rate, 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), Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature
Diurnal and Seasonal Variations of Dust Transport around the Tibetan Plateau: Insights from Multi-Source Observations Xu, Xiaofeng, Xiong, Zixu, Gong, Jianming, Zhang, Huilin, Zhao, Tianliang, He, Qing 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 10), PARTICULATE MATTER (PM 1.0)
Assessing the relationship between atmospheric aerosols and maximum surface air temperature over the Indian region Sarin, T. S., Vinoj, V. 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), Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Air Temperature, Precipitation Rate, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature
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