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Publications Citing MODIS Data

Browse a list of academic papers that cite data provided by NASA’s Moderate Resolution Imaging Spectroradiometer (MODIS).

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Integration of high-resolution data for a complementary assessment of forest dynamics in Europe Labohm, Benjamin, Wolff, Manuel, Haase, Dagmar Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Inter-comparison of medium-resolution satellite albedo retrieval techniques over snow and ice Fuchs, Pablo, Purdie, Heather, Anderson, Brian, MacDonell, Shelley, Dadic, Ruzica, Katurji, Marwan Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Reflectance, Albedo, Anisotropy
Interactions between brucellosis and environmental factors: spatiotemporal epidemiology from Xinjiang, China Wei, Chengjing, Zhang, Liping, Shang, Bo, Wang, Xiaodong, Zhao, Jiangshan Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Interannual dynamics of China's wild elephant habitat revealed by Landsat-based time series land cover and meta-analysis derived habitat preferences Xie, Fei, Zhang, Xin, Zhang, Jiejing, Chen, Fei, Fan, Hui Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Interannual Variability in African Regional Ecosystem Carbon Fluxes and Their Drivers Revealed by Satellite Observations Yun, Jeongmin, Liu, Junjie, Baker, David F., Basu, Sourish, Chevallier, Frederic, Jiang, Fei, Johnson, Matthew S., Li, Xing, Liu, Zhiqiang, Miller, Scot M., Philip, Sajeev, Vardag, Sanam N., Xiao, Jingfeng, Zeng, Ning Land Use/Land Cover Classification, 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
Inversion-based assessment of anthropogenic NOx emission changes in Ukraine during the 20222023 war using TROPOMI satellite data Mao, Yu, Ju, Weimin, Wang, Hengmao, Liu, Liangyun, Wang, Haikun, Feng, Shuzhuang, Jia, Mengwei, Jiang, Fei 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
Invertible Neural Networks for Probabilistic Aerosol Optical Depth Pelucchi, Paolo, Servera, Jorge Vicent, Stier, Philip, Camps-Valls, Gustau Albedo, Anisotropy, Reflectance, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
Investigating potential fish distributions in artificial and natural Wang, Jialu, Tabeta, Shigeru, Mizuno, Katsunori Sea Surface Temperature, Surface Winds, Salinity
Intelligent mapping paradigm to overcome systematic bias in remote Wang, Chao, Luo, Chong, Meng, Xiangtian, Wang, Changkun, Liu, Huanjun Land Surface Temperature, Emissivity
Intense Frazil Ice Production Promotes High Algal Biomass in Newly-Formed Sea Ice Ito, Masato, Takahashi, Keigo D., Makabe, Ryosuke, Hirano, Daisuke, Ohshima, Kay I., Tamura, Takeshi, Aoki, Shigeru Basins, Coastline, Grounding Line, Ice Shelves
Intensification of marine heatwaves and their climate drivers in the Arabian Gulf Paradan, Alfiya Fathima, Gafoor, Fahim Abdul, AlShehhi, Maryam Rashed Sea Surface Temperature
Investigating snow cover duration changes based on a cloud-free snow Yan, Dajiang, Zhang, Yinsheng Land Use/Land Cover Classification
Investigating Syndemic Effects of Air Pollution and Physical Inactivity on Cognitive Decline in Older Adults Kucukali, Huseyin, Garcia, Leandro, Avila-Palencia, Ione, Wang, Ruoyu, Mullineaux, Shay, Kee, Frank, McGuinness, Bernadette, Hunter, Ruth F. Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Investigating the effect of digital inclusive finance on air quality via machine learning Pan, Sheng Particulate Matter, Particulates, Habitat Conversion/Fragmentation
Investigating the role of aerosol wet scavenging on global horizontal Wang, Su, Huang, Gang, Dai, Tie, Cao, Junji, Husi, Letu, Ma, Run, Li, Cuina 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
Introducing the concept of "resource scapes" to account for water, energy and biomass resources' nexus dependencies and governance Virk, Zeeshan Tahir, Fennell, Jessica, Haghighi, Ali Torabi, Klove, Bjorn Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Evapotranspiration, Latent Heat Flux
Mapping global distributions, environmental controls, and uncertainties of apparent topsoil and subsoil organic carbon turnover times Zhang, Lei, Yang, Lin, Crowther, Thomas W., Zohner, Constantin M., Doetterl, Sebastian, Heuvelink, Gerard B. M., Wadoux, Alexandre M. J.-C., Zhu, A.-Xing, Pu, Yue, Shen, Feixue, Ma, Haozhi, Zou, Yibiao, Zhou, Chenghu Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Litter Characteristics
Mapping global leaf inclination angle (LIA) based on field measurement data Li, Sijia, Fang, Hongliang Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Reflectance, Anisotropy
Mapping heartwater risk in Guadeloupe using a combination of spatial modelling approaches Dufleit, Victor, Etter, Eric, Guerrini, Laure Reflectance
Mapping mesoscale soil moisture using a model-data fusion approach Peraza, Joaquin, Rossini, Pedro R., Patrignani, Andres Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping Mountain Permafrost via GPR-Augmented Machine Learning in the Northeastern QinghaiTibet Plateau Xiao, Yao, Liu, Guangyue, Hu, Guojie, Zou, Defu, Li, Ren, Du, Erji, Wu, Tonghua, Wu, Xiaodong, Zhao, Guohui, Zhao, Yonghua, Zhao, Lin Land Surface Temperature, Emissivity
Machine learning-based quantification and separation of emissions and meteorological effects on PM2. 5 in Greater Bangkok Aman, Nishit, Panyametheekul, Sirima, Pawarmart, Ittipol, Xian, Di, Gao, Ling, Tian, Lin, Manomaiphiboon, Kasemsan, Wang, Yangjun Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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 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
Magnitude, drivers, and patterns of gross primary productivity of rice Mahbub, Riasad Bin, Reba, Michele L., Runkle, Benjamin R.K. Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Reflectance
Making earth observations model-friendly: An interoperable tool enabling Wang, Linji, Rajib, Adnan, Merwade, Venkatesh Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
Malaria risk assessment in Indonesia: a machine and deep learning Sakti, Anjar Dimara, Mahdani, Jasmine Nur, Muhammad, Hubbi Nashrullah, Sihotang, Elstri, Santoso, Cokro, Khairunnisah, Fauziyyah, Afina Nur, Rinawan, Fedri Ruluwedrata, Supardi, Khairunnisa, Caraka, Rezzy Eko, Wikantika, Ketut Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Evapotranspiration, Latent Heat Flux
Mapping 1-km soybean yield across China from 2001 to 2020 based on ensemble learning Zhang, Min, Xu, Xinlei, Ou, Junji, Zhang, Zengguang, Chen, Fangzheng, Shi, Lijie, Wang, Bin, Zhang, Meiqin, He, Liang, Zhang, Xueliang, Chen, Yong, Hu, Kelin, Feng, Puyu Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution Wang, Moran, Zhang, Tianyuan, Xie, Yongjuan, Zhang, Zhiqiang, Wu, Xudong Biomass, Forests, Grasslands, Alpine/Tundra, Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover
Mapping anthropogenic pressure in the Brahmani-Baitarani River Basin: a PCA-based approach Mohanty, Dibya Jyoti, Rout, Jajnaseni Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping Boro Rice Cultivation in Bangladesh Using Multi-Temporal MODIS Data and Phenological Approach Rahman, Md. Mizanur, Tripathi, Nitin Kumar, Mozumder, Chitrini, Kongwarakom, Siwat, Virdis, Salvatore Gonario Pasquale Reflectance
Mapping drought patterns using Geospatial Techniques, in the highlands of Ethiopia Tela, Yonas Tesfay, Tariq, Aqil Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Low Cloud-SST Variability over the Summertime Subtropical Northeast Miyamoto, Ayumu, Xie, Shang-Ping 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, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone
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 Tropospheric Response to Local Sea Surface Temperature Anomalies: Borgnino, M., Desbiolles, F., Meroni, A. N., Pasquero, C. Sea Surface Temperature
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
Machine learning data fusion for high spatio-temporal resolution Porcheddu, Andrea, Kolehmainen, Ville, Lahivaara, Timo, Lipponen, Antti Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Machine Learning for Predicting Spatially Variable Lateral Hydraulic Ali, Awad M., Imhoff, Ruben O., Weerts, Albrecht H. Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine Learning Insights for Fire Impacts on Snow Disappearance Predictability in Northern California Mohanty, Yashnil, Abolafia-Rosenzweig, Ronnie, He, Cenlin, McGrath, Daniel Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Snow Melt, Snow Melt
Mapping residual malaria transmission in Vietnam McPhail, Michael A., Gelaw, Yalemzewod Assefa, Nguyen, Xuan Thang, Oo, Win Han, Fowkes, Freya J.I., Ngo, Duc Thang, Nguyen, Thi Hong Phuc, Symons, Tasmin L., Weiss, Dan J., Gething, Peter W. Land Surface Temperature, Emissivity
Mapping seamless surface water dynamics over East Africa semimonthly at Wang, Zirui, Hao, Zhen, Yang, Qichi, Mapfumo, Paul, Nyakudya, Elijah, Du, Yun, Yan, Xue, Ling, Feng Land Use/Land Cover Classification
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 Potential Risk of Coronavirus Spillovers in a Global Hotspot Lapuz, R. Sedricke, Chornelia, Ada, Hughes, Alice C. Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping the spatio-temporal distribution of burned areas in the Amazon Abid, Mohamed, Gonzalez, Jonatan A., de Rivera, Oscar Rodriguez, Moraga, Paula Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Burned Area, Emissivity
Mapping near-real-time soil moisture dynamics over Tasmania with transfer learning Widyastuti, Marliana Tri, Padarian, Jose, Minasny, Budiman, Webb, Mathew, Taufik, Muh, Kidd, Darren Land Use/Land Cover Classification
Mapping of a middepth Salinity Maximum Intrusion south of New England in June 2021 and implications for crossshelf exchange Gawarkiewicz, Glen G., Taenzer, Lukas L., Silver, Adrienne, Ryan, Svenja, Green, Erica, Gangopadhyay, Avijit, Musgrave, Ruth, Bahr, Frank, Kukulya, Amy, Yoder, Noa Sea Surface Temperature, Salinity, Surface Winds
Modelling spatiotemporal concentrations of PM2. 5 over Nigerian cities using machine learning algorithms and open-source data Abdulraheem, Khadijat Abdulkareem, Aina, Yusuf A., Mustapha, Ismail B., Adekunle, Bello Saheed, Jimoh, Haruna O., Adeniran, Jamiu Adetayo, Olaleye, Abdul Ademola, Hamid-Mosaku, Isa Adekunle, Nasiru, Aliyu Ishola, Abimbola, Ismaila, Olatunji, Sunday Olusanya Particulate Matter, Particulates, Habitat Conversion/Fragmentation
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