N: 90 S: -90 E: 180 W: -180
Description
The Terra and Aqua combined Moderate Resolution Imaging Spectroradiometer (MODIS) Land Cover Climate Modeling Grid (CMG) (MCD12C1) Version 6.1 data product provides a spatially aggregated and reprojected version of the tiled MCD12Q1 Version 6.1 data product. Maps of the International Geosphere-Biosphere Programme (IGBP), University of Maryland (UMD), and Leaf Area Index (LAI) classification schemes are provided at yearly intervals at 0.05 degree (5,600 meter) spatial resolution for the entire globe. Additionally, sub-pixel proportions of each land cover class in each 0.05 degree pixel is provided along with the aggregated quality assessment information for each of the three land classification schemes.
Provided in each MCD12C1 Version 6.1 Hierarchical Data Format 4 (HDF4) file are layers for Majority Land Cover Type 1-3, Majority Land Cover Type 1-3 Assessment, and Majority Land Cover Type 1-3 Percent.
Known Issues
- Known issues are described in Section 2.2 of the User Guide.
- For complete information about known issues please refer to the MODIS/VIIRS Land Quality Assessment website.
Version Description
Product Summary
Citation
Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
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File Naming Convention
The file name begins with the Product Short Name (MCD12C1) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2023001), the Version of the data collection (061), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2024251212901), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Changing Climate Threatens Irrigation Benefits of Maize Gross Primary | Liao, Dehai, Niu, Jun, Ciais, Philippe, Du, Taisheng, Zhang, Baozhong, Kang, Shaozhong | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Central African biomass carbon losses and gains during 20102019 | Zhao, Zhe, Ciais, Philippe, Wigneron, Jean-Pierre, Santoro, Maurizio, Brandt, Martin, Kleinschroth, Fritz, Lewis, Simon L., Chave, Jerome, Fensholt, Rasmus, Laporte, Nadine, Sonwa, Denis Jean, Saatchi, Sassan S., Fan, Lei, Yang, Hui, Li, Xiaojun, Wang, Mengjia, Zhu, Lei, Xu, Yidi, He, Jiaying, Li, Wei | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | |
| Estimates of Carbon Dioxide Flux into the Forest Ecosystem Based on Results of Ground-Based Hyperspectral Sounding of the Atmosphere and an Artificial Neural ... | Rozanov, A. P., Zadvornykh, I. V., Gribanov, K. G., Zakharov, V. I. | Land Use/Land Cover Classification, Reflectance | |
| More than three-fold increase in compound soil and air dryness across Europe by the end of 21st century | Shekhar, Ankit, Buchmann, Nina, Humphrey, Vincent, Gharun, Mana | Land Use/Land Cover Classification | |
| Mapping critical soil moisture thresholds of water stress for global | Shi, Lingfeng, Zhou, Yanlian, He, Wei, Dong, Zhoutong, Jiang, Zhuoyou, Wang, Yuyan, Liu, Yibo, Ju, Weimin, Duan, Zheng | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Land Use/Land Cover Classification | |
| Machine learning and global vegetation: random forests for downscaling and gap filling | van Jaarsveld, Barry, Hauswirth, Sandra M., Wanders, Niko | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| A satellite-derived dataset on vegetation phenology across Central Asia from 2001 to 2023 | Ding, Chao | Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | |
| Accounting for NOx emissions from biomass burning and urbanization doubles existing inventories over South, Southeast and East Asia | Liu, Jian, Cohen, Jason Blake, He, Qin, Tiwari, Pravash, Qin, Kai | Nitrogen Dioxide, Land Use/Land Cover Classification | |
| Global and regional soil organic carbon estimates: Magnitudes and uncertainties | LIN, Ziqi, DAI, Yongjiu, MISHRA, Umakant, WANG, Guocheng, SHANGGUAN, Wei, ZHANG, Wen, QIN, Zhangcai | Land Use/Land Cover Classification | |
| GHOST: A globally harmonised dataset of surface atmospheric composition measurements | Bowdalo, Dene, Basart, Sara, Guevara, Marc, Jorba, Oriol, Perez Garcia-Pando, Carlos, Jaimes Palomera, Monica, Rivera Hernandez, Olivia, Puchalski, Melissa, Gay, David, Klausen, Jorg, Moreno, Sergio, Netcheva, Stoyka, Tarasova, Oksana | Nitrogen Dioxide, Population Density, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Use/Land Cover Classification | |
| Global scale assessment of urban precipitation anomalies | Sui, Xinxin, Yang, Zong-Liang, Shepherd, Marshall, Niyogi, Dev | Population, Urban Areas, Land Use/Land Cover Classification, Emissivity, Land Surface Temperature, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Aerosol Extinction, Aerosol Optical Depth/Thickness | |
| Global datasets of hourly carbon and water fluxes simulated using a satellite-based process model with dynamic parameterizations | Leng, Jiye, Chen, Jing M., Li, Wenyu, Luo, Xiangzhong, Xu, Mingzhu, Liu, Jane, Wang, Rong, Rogers, Cheryl, Li, Bolun, Yan, Yulin | Land Use/Land Cover Classification | |
| Carbon emissions from the 2023 Canadian wildfires | Byrne, Brendan, Liu, Junjie, Bowman, Kevin W., Pascolini-Campbell, Madeleine, Chatterjee, Abhishek, Pandey, Sudhanshu, Miyazaki, Kazuyuki, van der Werf, Guido R., Wunch, Debra, Wennberg, Paul O., Roehl, Coleen M., Sinha, Saptarshi | 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, Land Use/Land Cover Classification | |
| Associations of Deforestation and Predator Species Richness with the Spillover Risk of Hendra Virus in Australia | Chang, Taehee, Cho, Sung-il, Min, Kyung-Duk | Land Use/Land Cover Classification | |
| Associations of meteorological factors and dynamics of scrub typhus incidence in South Korea: A nationwide time-series study | Chang, Taehee, Min, Kyung-Duk, Cho, Sung-il, Kim, Yoonhee | Land Use/Land Cover Classification | |
| Combined Use of Multiple Cloud-Free Snow Cover Products in China and Its | Zhang, Longhui, Zhang, Hongbo, Sun, Xueyan, Luo, Lun | Land Use/Land Cover Classification, Albedo, Snow Cover | |
| Sand and Dust Storm Risk Assessment in Arid Central Asia: Implications | Wang, Wei, He, Shanfeng, Guo, Hao, Abuduwaili, Jilili, Samat, Alim, De Maeyer, Philippe, Van de Voorde, Tim | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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 fastest-growing and most destructive fires in the US (2001 to 2020) | Balch, Jennifer K., Iglesias, Virginia, Mahood, Adam L., Cook, Maxwell C., Amaral, Cibele, DeCastro, Amy, Leyk, Stefan, McIntosh, Tyler L., Nagy, R. Chelsea, St. Denis, Lise, Tuff, Ty, Verleye, Erick, Williams, A. Park, Kolden, Crystal A. | Land Use/Land Cover Classification | |
| The effect of afforestation on a regional carbon sink: a case study in the Yangtze River Delta, China | Zhao, Yuan, Yue, Xu, Zhou, Hao, Yu, Zhen, Yuan, Wenping | Land Use/Land Cover Classification | |
| The Advancement in Spring Vegetation Phenology in the Northern | Mo, Yunhua, Chen, Shouzhi, Wu, Zhaofei, Tang, Jing, Fu, Yongshuo | Land Use/Land Cover Classification | |
| The agricultural expansion in South America's Dry Chaco: regional hydroclimate effects | Bracalenti, Maria Agostina, Muller, Omar V., Lovino, Miguel A., Berbery, Ernesto Hugo | Land Use/Land Cover Classification | |
| Spatial-temporal heterogeneity of vegetation reduces concentration of atmospheric pollution particles in the East China Metropolitan Area | Liu, Tong, Yao, Jiaqi, Cao, Yongqiang, Qin, Tianling, Wu, Qingyang, Mo, Fan, Zhai, Haoran, Gong, Haiying, Liu, Zihua | Land Use/Land Cover Classification | |
| Satellite remote sensing reveals overwhelming recovery of forest from disturbances in Asia | Zhu, Yiying, Wang, Hesong, Zhang, Anzhi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Satellite-observed relationships between land cover, burned area, and | Sands, Emma, Pope, Richard J., Doherty, Ruth M., O'Connor, Fiona M., Wilson, Chris, Pumphrey, Hugh | Land Use/Land Cover Classification, Carbon And Hydrocarbon Compounds, 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, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthetically Active Radiation, Leaf Characteristics | |
| Synergistic observation of FY-4A&4B to estimate CO concentration in China: combining interpretable machine learning to reveal the influencing mechanisms ... | Chen, Bin, Hu, Jiashun, Wang, Yixuan | Population Size, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) |