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 |
|---|---|---|---|
| Habitat suitability and representation of the potential distribution of the lowland tapir (Tapirus terrestris) within land cover types and protected areas of eastern ... | Mosquera-Guerra, Federico, Moreno-Nino, Nathalia, Barreto, Sebastian, Armenteras-Pascual, Dolors | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| GTAP-SIMPLE-G: Integrating Gridded Land Use, Crop Production and Environment Impacts into Global General Equilibrium Model of Trade | Wang, Zhan | Land Use/Land Cover Classification | |
| 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 | |
| Identification of Priority Supply Areas for Carbon Sinks Based on Ecosystem Service Flow: A Case Study for the Hexi Region in Northwestern China | Zhu, Meng, Su, Yingqing, Feng, Qi, Liu, Wei, Xue, Yuanyuan, Wang, Lingge, Chen, Zexia, Zhang, Jutao | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Identification of surface urban heat versus cool islands for arid cities depends on the choice of urban and rural definitions | Liu, Zehong, Ye, Richen, Yang, Qiquan, Hu, Ting, Liu, Yue, Chakraborty, TC, Liao, Zhenxuan | Land Use/Land Cover Classification, Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Identifying Determinants of Spatiotemporal Disparities in Ecological Quality of Mongolian Plateau | Wang, Zhengtong, Song, Yongze, Zhang, Zehua, Lin, Gang, Luo, Peng, Zhang, Xueyuan, Chai, Zhengyuan | Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Impact of boundary layer parameterizations on simulated seasonal | Barman, Neeldip, Gokhale, Sharad, Tiwari, Dewashish | Land Use/Land Cover Classification | |
| Impact of oversimplified parameters on BVOC emissions estimation in China: A sensitivity analysis using the WRFCLM4MEGAN model | Shang, Fang, Yin, Lifei, Liu, Mingxu, Liu, Bing, Xu, Tingting, Li, Mengmeng, Cai, Xuhui, Kang, Ling, Zhang, Hongsheng, Yue, Xu, Song, Yu | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Reflectance, Total Surface Water | |
| Impact of revegetation and agricultural intensification on water storage variation in the Yellow River Basin | Wang, Zijing, Xu, Mengzhen, Penny, Gopal, Hu, Hongchang, Zhang, Xiangping, Tian, Shimin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Cover, Cropland, Land Use/Land Cover Classification | |
| Impact of the 2015 El Nino event on Borneo: Detection of drought damage using solar-induced chlorophyll fluorescence | MURAKAMI, Kazutaka, SAITO, Makoto, Hibiki M. NODA, OSHIO, Haruki, YOSHIDA, Yukio, ICHII, Kazuhito, MATSUNAGA, Tsuneo | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| Impact of wildfires on the suitability habitat of the lowland tapir in a native savanna landscape of northern South America | Mosquera-Guerra, Federico, Moreno-Nino, Nathalia, Garcia-Suabita, Walter, Armenteras-Pascual, Dolors | 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 | |
| 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 | |
| Human risk to tick encounters in the southeastern United States estimated with spatial distribution modeling | Butler, Rebecca A., Papes, Mona, Vogt, James T., Paulsen, Dave J., Crowe, Christopher, Trout Fryxell, Rebecca T. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Biomass, Litter Characteristics, Carbon, Forests, Runoff, Soil Texture, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Burned Area | |
| Hunter-gatherer impact on European interglacial vegetation: A modelling approach | Nikulina, Anastasia, MacDonald, Katharine, Zapolska, Anhelina, Serge, Maria Antonia, Roche, Didier M., Mazier, Florence, Davoli, Marco, Svenning, Jens-Christian, van Wees, Dave, Pearce, Elena A., Fyfe, Ralph, Roebroeks, Wil, Scherjon, Fulco | Land Use/Land Cover Classification | |
| How Critical Is the Accuracy of the Atmospheric Transport Modeling to | Sukumaran, Jithin, Pillai, Dhanyalekshmi, Thilakan, Vishnu, Lekshmi, Saradambal, Udayakumar, Gokul, Mathew, Thara Anna, Ravi, Aparnna, MG, Manoj | 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) | |
| 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 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 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 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 |