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 |
|---|---|---|---|
| Key Driving Factors of Ecosystem Resilience Under Drought Stress in the Dongjiang River Basin, China | Huang, Qiang, Luo, Xiaoshan, Ouyang, Liao, Yuan, Shuyun, Li, Peng | Land Use/Land Cover Classification | |
| Identifying Surface Degeneracies in Single-Visit Reflected Light Observations of Modern Earth using the Habitable Worlds Observatory | Zelakiewicz, Aiden S., Mullens, Elijah, Kaltenegger, Lisa, Savransky, Dmitry | Land Use/Land Cover Classification | |
| Spatial Mapping of Cropland Soil Load Bearing Capacity in Northeastern Bangladesh: A Multi-Feature-based Prediction using Machine Learning-Remote Sensing Fusion | Niloy, Sabyasachi, Rahman, Mohd Saifur, Izlal, Saif, Ruhad, Fahim Mahafuz, Chanda, Aniruddha, Saha, Ajoy Kumar, Hossain, Md. Altaf | Land Use/Land Cover Classification | |
| Spatiotemporal contributions of trends and interannual fluctuations in soil moisture and their associations with GPP in global rangelands | Gao, Xinran, Si, Qiang, Xiao, Jianhua, Li, Yang | Land Use/Land Cover Classification | |
| Spectral albedo, vegetation greenness, and radiative forcing responses | Li, Shaopeng, Trigo, Isabel Franco, Xiao, Xiongxin, Wunderle, Stefan | Land Use/Land Cover Classification | |
| The safety margin of small-scale tree cover loss in global fragmented forests | Wang, Jingrui, Zhang, Chaoqun, Pan, Yixuan, Su, Yongxian, Ciais, Philippe, Smith, Taylor, Shang, Jiali, Liu, Jane, Chen, Jing M., Cescatti, Alessandro, Zhang, Yongguang, Laurance, William F., Senf, Cornelius, Zuo, Zhiyan, Liao, Jinbao, Lafortezza, Raffaele, Yan, Kai, Zhu, Peng, Guan, Xiaobin, Li, Xing, Xue, Meimei, Yuan, Wenping, Chen, Xiuzhi, Zhou, Weiqi | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Emissivity, Land Surface Temperature | |
| Quantifying the impact of vegetation on carbon monoxide reduction using multi-source remote sensing in China | Yao, Jiaqi, Wei, Jing, Liu, Tong, Cao, Yongqiang, Zhai, Haoran, Gong, Haiying, Liu, Zihua, Xu, Nan, Lu, Hui | 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, Land Use/Land Cover Classification | |
| Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional | Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder | 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, Land Use/Land Cover Classification | |
| Shifts in the Decoupling and Driving Mechanisms of Grassland Greening and Water Availability in the Northern Hemisphere | Wang, Gongxin, Zhang, Haiwei, Shao, Yuqing, Jing, Changqing | Land Use/Land Cover Classification | |
| Using different radiative transfer schemes for solar-induced chlorophyll fluorescence (SIF) in evergreen coniferous forests with a terrestrial biosphere model | Thum, Tea, Pacheco-Labrador, Javier, Aurela, Mika, Barr, Alan, Honkanen, Marika, Johnson, Bruce, Lindqvist, Hannakaisa, Magney, Troy, Migliavacca, Mirco, Pierrat, Zoe Amie, Quaife, Tristan, Stutz, Jochen, Zaehle, Sonke | Land Use/Land Cover Classification | |
| Vegetation greenness in 2025: Climate chronicles | Anniwaer, Nazhakaiti, Zhu, Dan, Gui, Yanchen, Huntingford, Chris, Myneni, Ranga B., Piao, Shilong | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology | |
| Vegetation Water Content Estimation Using Optical and Microwave Remote Sensing | Zhou, Jialun, Tang, Haoyu, Wang, Zeyu, Wang, Mengjia, Zhao, Tianjie, Sun, Rui | Atmospheric Water Vapor, Precipitation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| 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 | |
| Latitudinal and Seasonal Asymmetry in Land Surface Temperature Responses | Cheng, Yongming, An, Qiang, Liu, Liu, Zhang, Yuxiang, Li, Hao, Liu, Xingcai, Huang, Guanhua | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Albedo, Anisotropy, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Implications of predator species richness in terms of zoonotic spillover | Chang, Taehee, Cho, Sung-il, Chai, Jong-Yil, Min, Kyung-Duk | Land Use/Land Cover Classification | |
| Investigation of the global influence of surface roughness on spaceborne GNSSR observations | Rahmani, Mina, Asgari, Jamal, Asgarimehr, Milad, Wickert, Jens | Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity, Brightness Temperature, Soil Moisture/Water Content | |
| 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 | |
| Higher warming rate in global arid regions driven by decreased ecosystem | Wang, Jingping, Niu, Hanlin, Zhang, Shupeng, Chen, Xiuzhi, Xia, Xiaosheng, Zhang, Yanwu, Lu, Xingjie, He, Bin, Wu, Tongwen, Song, Chaoqing, Fu, Zheng, Yao, Jingyu, Yuan, Wenping | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Impacts of meteorological drought on peak vegetation productivity of grasslands from perspectives of canopy structure and leaf physiology | Bai, Wenrui, Wang, Huanjiong, Xiao, Jingfeng, Li, Xing, Ge, Quansheng | Land Use/Land Cover Classification, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| High-resolution maximum air temperature estimation over India from MODIS data using machine learning | Joy, Amal, Satheesan, K., Paul, Avinash | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Impacts of Vegetation Greening on Summer Mean and Extreme Land Surface | Liu, Guoshuai, Wang, Weiguang, Chen, Zefeng | Land Use/Land Cover Classification, Emissivity, Land Surface Temperature | |
| Impacts of drought on soil retention and water conservation services | Feng, Shouming, Guo, Xinya, Zhang, Xingqi, Zhang, Zhenke | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Increased early-season productivity drives earlier peak of vegetation photosynthesis across the Northern Hemisphere | Liu, Zunchi, Fu, Yongshuo H., Chen, Deliang, Crowther, Thomas W., Ding, Ruiqiang, Hao, Fanghua, Vitasse, Yann, Zhang, Xuan, Zhou, Sha, Zohner, Constantin M. | Land Use/Land Cover Classification, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | |
| Incorporating environmental stress improves estimation of photosynthesis | Gao, Lun, Guan, Kaiyu, Jiang, Chongya, Lu, Xiaoman, Wang, Sheng, Ainsworth, Elizabeth A., Wu, Xiaocui, Chen, Min | Reflectance, Photosynthetically Active Radiation, Plant Characteristics, REFLECTED INFRARED, Gross Primary Production (gpp), Land Use/Land Cover Classification | |
| Revisiting subsurface drought cascades with daily satellite observations of soil moisture and terrestrial water storage | Blank, Daniel, Eicker, Annette, Reager, John T., Guntner, Andreas | Land Use/Land Cover Classification, Brightness Temperature, Surface Soil Moisture |