N: 90 S: -90 E: 180 W: -180
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The Terra and Aqua combined Moderate Resolution Imaging Spectroradiometer (MODIS) Land Cover Type (MCD12Q1) Version 6.1 data product provides global land cover types at yearly intervals. The MCD12Q1 Version 6.1 data product is derived using supervised classifications of MODIS Terra and Aqua reflectance data. Land cover types are derived from the International Geosphere-Biosphere Programme (IGBP), University of Maryland (UMD), Leaf Area Index (LAI), BIOME-Biogeochemical Cycles (BGC), and Plant Functional Types (PFT) classification schemes. The supervised classifications then undergo additional post-processing that incorporate prior knowledge and ancillary information to further refine specific classes. Additional land cover property assessment layers are provided by the Food and Agriculture Organization (FAO) Land Cover Classification System (LCCS) for land cover, land use, and surface hydrology.
Layers for Land Cover Type 1-5, Land Cover Property 1-3, Land Cover Property Assessment 1-3, Land Cover Quality Control (QC), and a Land Water Mask are provided in each MCD12Q1 Version 6.1 Hierarchical Data Format 4 (HDF4) file.
Known Issues
- The "units" field is missing in the metadata, however, this information can be found in Table 1 of the User Guide.
- The MCD12Q1.061 land cover data product is derived using supervised classification of MODIS Terra and Aqua reflectance data. The classification algorithm uses labeled training samples selected globally to represent land cover categories derived under the IGBP, UMD, LAI, BIOME-BGC, and PFT classification schemes. These training samples were selected to represent land classes, best suited over a certain period. However, due to lack of funding, the science team was not able to keep the training database updated over the course of the years, and some of these training sites could well have undergone changes in their land cover characteristics, especially after 2021. Hence users are urged to maintain caution while using the V6.1/MCD12Q1 land cover layers for 2021 and beyond. More information on this known issue can be found in the Land Data Products Operational Products (LDOPE) Quality Assessment.
- 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.
Copy Citation
File Naming Convention
The file name begins with the Product Short Name (MCD12Q1) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2024001), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h21v07), the Version of the data collection (061), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2025205222320), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
SCIENCE DATA PRODUCT VALIDATION
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Vegetation Productivity Responses to Compound and Individual Climatic | Li, Yangmingkai, Lian, Xu, Cui, Jiangpeng, Hong, Songbai, Wang, Xuhui | Land Use/Land Cover Classification | |
| Vegetation signal crosstalk present in official SMAP surface soil | Crow, Wade T., Feldman, Andrew F. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture | |
| Two Decades of FireInduced Albedo Change and Associated ShortWave Radiative Effect Over SubSaharan Africa | Flegrova, Michaela, Brindley, Helen | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Albedo, Anisotropy, Reflectance | |
| Understanding International Cooperation Potential in Coastal Multiple | Li, Jiaying, Tang, Junqing, Zhao, Pengjun, Huang, Fengjue, Lyu, Wei, Wang, Jing, Li, Duo, Richards, Dan, Lu, Qiuchen, Zhang, Jingyuan, Chen, Jun | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Unraveling the Distinct Roles of Snowmelt and Glacier-Melt on | Zha, Hang, Zhang, Fan, Zhang, Hongbo, Tang, Shizhen, Zhang, Longhui, Luo, Lun | Land Use/Land Cover Classification | |
| Unifying species distributions, community science and the natural removal experiment' to explore species interactions at broad geographic scales | Macklin, Rory D. J., Jankowski, Jill E. | Land Use/Land Cover Classification, Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| Underappreciated contributions of biogenic volatile organic compounds from urban green spaces to ozone pollution | Wang, Haofan, Li, Yuejin, Liu, Yiming, Lu, Xiao, Zhang, Yang, Fan, Qi, Shen, Chong, Lai, Senchao, Zhou, Yan, Zhang, Tao, Yue, Dingli | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Upscaling eddy covariance measurements of carbon and water fluxes to the | Bu, Jingyi, Xiao, Jingfeng | Land Use/Land Cover Classification | |
| Undesirable Effects of Biogenic Emissions From Urban Green Spaces on Air | Zhu, Liuhua, Zhang, Yanli, Wang, Fan, Chen, Bin, Jin, Ling N., Dai, Huibin, Han, Yong, Lu, Xiao, Fu, TzungMay, Gao, Meng | Land Use/Land Cover Classification | |
| Thermal buffering of forest greening across spatiotemporal scales in | Huang, Anqi, Shao, Shuai, Liu, Wenqi | Land Use/Land Cover Classification | |
| Tropospheric NO2 Patterns in Eastern Canada Using the First Year of TEMPO Observations | Siu, Tsz Kin, Goldberg, Daniel L., Kerr, Gaige H., Chen, Lulu, Nawaz, M. Omar, Chang, Rachel Y.W., Fong, Kelvin C. | Nitrogen Dioxide, Nitrogen Oxides, Land Use/Land Cover Classification | |
| Widespread and Divergent Post-Drought Loss of Gross Primary Production | Zhao, Zhuoyi, Zhou, Yanlian, Ju, Weimin, Xiao, Jingfeng, Li, Xing | Plant Phenology, Enhanced Vegetation Index (EVI), 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, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | |
| Wildfire danger under changing climates in the southern Great Plains throughout the 21st century | Fang, Shanmin, Yang, Jia, Zou, Chris B., Krueger, Erik S., Ochsner, Tyson E., Zhang, Quan | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Wildfire probability assessment and analysis based on multi-source data | Xu, Kun, Pan, Xin, Tansey, Kevin, Abdulla, Akram, Guluzade, Rufat, Yang, Zi, He, Min, Zhu, Congbao, Yang, Shile, Yang, Yingbao | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Understanding the Influence of Urban Form on the Spatial Pattern of | Lu, Yanle, Yu, Zhou, Albertson, John D., Chen, Haonan, Hu, Leiqiu, Pendergrass, Angeline, Chen, Xiaodong, Li, Qi | 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 | |
| A framework for disaggregating remote-sensing cropland into rainfed and irrigated classes at continental scale | Owusu, Afua, Kagone, Stefanie, Leh, Mansoor, Velpuri, Naga Manohar, Gumma, Murali Krishna, Ghansah, Benjamin, Thilina-Prabhath, Paranamana, Akpoti, Komlavi, Mekonnen, Kirubel, Tinonetsana, Primrose, Mohammed, Ismail | Land Use/Land Cover Classification | |
| A Deep-Learning and Transfer-Learning Hybrid Aerosol Retrieval Algorithm | Fu, Disong, Shi, Hongrong, Gueymard, Christian A., Yang, Dazhi, Zheng, Yu, Che, Huizheng, Fan, Xuehua, Han, Xinlei, Gao, Lin, Bian, Jianchun, Duan, Minzheng, Xia, Xiangao | Land Use/Land Cover Classification | |
| A Consistency Analysis of Land Surface Temperatures Retrieved From | Zhong, Shouyi, Li, Hua, Bian, Zunjian, Liu, Qiang, Du, Yongming, Cao, Biao, Xiao, Qing | Land Use/Land Cover Classification | |
| A comprehensive assessment of climate change and anthropogenic effects on surface Water resources in the Lake Urmia Basin, Iran | Kazemi Garajeh, Mohammad, Akbari, Rojin, Aghaei Chaleshtori, Sepide, Shenavaei Abbasi, Mohammad, Tramutoli, Valerio, Lim, Samsung, Sadeqi, Amin | Land Use/Land Cover Classification, Total Surface Precipitation Rate | |
| A new assessment framework to forecast land use and carbon storage under different SSP-RCP scenarios in China | Guo, Wei, Teng, Yongjia, Li, Jing, Yan, Yueguan, Zhao, Chuanwu, Li, Yongxing, Li, Xiang | Land Use/Land Cover Classification | |
| A machine learning approach for modeling the occurrence of the major intermediate hosts for schistosomiasis in East Africa | Tabo, Zadoki, Breuer, Lutz, Fabia, Codalli, Samuel, Gorata, Albrecht, Christian | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Land Use/Land Cover Classification | |
| A multi-variable calibration framework at the grid scale for integrating streamflow with evapotranspiration data to improve the simulation of distributed hydrological model | Guo, Xiao, Wu, Zhiyong, Fu, Guobin, He, Hai | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| A Multisource Data Approach for Change and Disturbance Mapping of Ontario's Clay Belt Towards More Accurate Carbon and Emissions Estimation | Ituen, Ima, Hu, Baoxin | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| A global assessment of the effects of solar farms on albedo, vegetation, and land surface temperature using remote sensing | Xu, Zhengjie, Li, Yan, Qin, Yingzuo, Bach, Eviatar | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Albedo, Anisotropy | |
| A global dataset of carbon pumping by the world's largest tropical rivers | Salerno, Luca, Giulio Tonolo, Fabio, Camporeale, Carlo | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area |