N: 90 S: -90 E: 180 W: -180
Description
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
Dataset Resources
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Urban heat island effect and its drivers in large cities of Pakistan | Khan, Najeebullah, Shahid, Shamsuddin | Land Use/Land Cover Classification | |
| Urban spatial structure and commuting-related carbon emissions in China: | Zhang, Bin, Xin, Qingyao, Chen, Siyuan, Yang, Zhiying, Wang, Zhaohua | Land Use/Land Cover Classification | |
| Urbanization signature on hourly rainfall extremes of Kuala Lumpur | Miniandi, Nirwani Devi, Muhammad, Mohd Khairul Idlan, Jamal, Mohamad Hidayat, Shahid, Shamsuddin | Land Use/Land Cover Classification | |
| Turning Points in Vegetation Phenology Trends and Their Relationship to Climate in Arid Central Asia | Nie, Xingyu, Zhang, Xuan, Hao, Fanghua, Li, Xiran, De Boeck, Hans J., Fu, Yongshuo H. | Land Use/Land Cover Classification | |
| Winter greening on the Tibetan Plateau induced by climate warming over | Lv, Jinxia, Yang, Wei, Shen, Miaogen, Liang, Eryuan, Jiang, Yuan, Chen, Jin, Chen, Xuehong, Jiang, Nan, Liu, Licong, Zhao, Wenwu, Penuelas, Josep | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Albedo, Snow Cover, Topographical Relief Maps, Land Use/Land Cover Classification, Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| SDG 6, Clean Water and Sanitation | Guo, Huadong | Land Use/Land Cover Classification | |
| Evolutionary characteristics of carbon sources/sinks in Chinese terrestrial ecosystems regarding to temporal effects and geographical partitioning | Qi, Shuaiyang, Zhang, Huaiqing, Zhang, Meng | Land Use/Land Cover Classification | |
| geeSEBAL-MODIS: Continental-scale evapotranspiration based on the | Comini de Andrade, Bruno, Laipelt, Leonardo, Fleischmann, Ayan, Huntington, Justin, Morton, Charles, Melton, Forrest, Erickson, Tyler, Roberti, Debora R., de Arruda Souza, Vanessa, Biudes, Marcelo, Gomes Machado, Nadja, Antonio Costa dos Santos, Carlos, Cosio, Eric G., Ruhoff, Anderson | Land Use/Land Cover Classification, Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Future sea-level rise in northwest Mexico is projected to decrease the distribution and habitat quality of the endangered Calidris canutus roselaari (Red Knot) | Garcia-Walther, Julian, Johnson, James A, Senner, Nathan R | Land Use/Land Cover Classification | |
| Framework to Create Inventory Dataset for Disaster Behavior Analysis Using Google Earth Engine: A Case Study in Peninsular Malaysia for Historical Forest Fire ... | Chew, Yee Jian, Ooi, Shih Yin, Pang, Ying Han, Lim, Zheng You | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Generating 10-Meter Resolution Land Use and Land Cover Products Using | Wen, Dawei, Zhu, Shihao, Tian, Yuan, Guan, Xuehua, Lu, Yang | Land Use/Land Cover Classification | |
| GEO4PALM v1. 1: an open-source geospatial data processing toolkit for the PALM model system | Lin, Dongqi, Zhang, Jiawei, Khan, Basit, Katurji, Marwan, Revell, Laura E. | Land Use/Land Cover Classification, Sea Surface Temperature | |
| Geographic proximity and homophily effects drive social interactions | Zhang, Guiming, Gong, Xi, Zhu, Di | Land Use/Land Cover Classification | |
| Global 1 km land surface parameters for kilometer-scale Earth system modeling | Li, Lingcheng, Bisht, Gautam, Hao, Dalei, Leung, L. Ruby | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Global 500 m seamless dataset (2000-2022) of land surface reflectance | Liang, Xiangan, Liu, Qiang, Wang, Jie, Chen, Shuang, Gong, Peng | 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 | |
| Global Distributions of Reactive Iron and Aluminum Influence the Spatial | Ren, Siyu, Wang, Chuankuan, Zhou, Zhenghu | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Global Emissions Inventory from Open Biomass Burning (GEIOBB): utilizing | Liu, Yang, Chen, Jie, Shi, Yusheng, Zheng, Wei, Shan, Tianchan, Wang, Gang | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Biomass, Forests, Grasslands, Alpine/Tundra | |
| Global insect herbivory and its response to climate change | Liu, Mu, Jiang, Peixi, Chase, Jonathan M., Liu, Xiang | Land Use/Land Cover Classification | |
| Global expansion of wildland-urban interface (WUI) and WUI fires: insights from a multiyear worldwide unified database (WUWUI) | Tang, Wenfu, He, Cenlin, Emmons, Louisa, Zhang, Junzhe | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Burned Area | |
| Global Food Security Support Analysis Data (GFSAD) Using Remote Sensing in Support of Food and Water Security in the 21st Century: Current Achievements and ... | Teluguntla, Pardhasaradhi, Thenkabail, Prasad S., Xiong, Jun, Oliphant, Adam, Gumma, Murali Krishna, Giri, Chandra, Milesi, Cristina, Ozdogan, Mutlu, Congalton, Russell G., Tilton, James, Sankey, Temuulen Tsagaan, Massey, Richard, Phalke, Aparna, Yadav, Kamini | Land Use/Land Cover Classification, Reflectance | |
| Fall armyworm habitat analysis in Africa with multi-source earth observation data | Qi, Tonghui, Dong, Yingying, Li, XueLing, Zhao, MingXian, Huang, Wenjiang | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Extreme Climate as the Primary Control of Global Soil Organic Carbon | Wei, Yucheng, Wang, Mingming, Viscarra Rossel, R. A., Chen, Hong, Luo, Zhongkui | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Emissivity, Vegetation Index, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Normalized Difference Vegetation Index (NDVI), RADAR IMAGERY, Photosynthesis, Primary Production, Vegetation Productivity | |
| Feasibility of Urban-Rural Temperature Difference Method in Surface | Si, Menglin, Yao, Na, Li, Zhao-Liang, Liu, Xiangyang, Tang, Bo-Hui, Nerry, Francoise | Land Use/Land Cover Classification | |
| Extending the wind profile beyond the surface layer by combining | Liu, Boming, Ma, Xin, Guo, Jianping, Wen, Renqiang, Li, Hui, Jin, Shikuan, Ma, Yingying, Guo, Xiaoran, Gong, Wei | Land Use/Land Cover Classification |