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 |
|---|---|---|---|
| A novel framework for multiple thermokarst hazards risk assessment and controlling environmental factors analysis on the Qinghai-Tibet Plateau | Lou, Peiqing, Wu, Tonghua, Yin, Guoan, Chen, Jie, Zhu, Xiaofan, Wu, Xiaodong, Li, Ren, Yang, Sizhong | Land Use/Land Cover Classification, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Photosynthetically Active Radiation, Leaf Characteristics, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| A QGIS Plugin for GIS-based Multicriteria Decision Analysis: an Application of Developing Alternative Future Land-Use Scenarios in Ghana | Chen, Changjie, Guo, Ziyi, Judge, Jasmeet | 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 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 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 | |
| Analysis of desert locust (Schistocerca gregaria) suitability in Yemen: an integrated evaluation based on MaxEnt and spacetime cube approaches | Huang, Linsheng, Kong, Fanchu, Lu, Qibao, Huang, Wenjiang, Dong, Yingying, Zhao, Jinling, Shang, Juncheng, Zhang, Hansu | Land Use/Land Cover Classification, Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | |
| Anticipating a risky future: long short-term memory (LSTM) models for spatiotemporal extrapolation of population data in areas prone to earthquakes and tsunamis in ... | Gei, Christian, Maier, Jana, So, Emily, Schoepfer, Elisabeth, Harig, Sven, Gomez Zapata, Juan Camilo, Zhu, Yue | 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 | |
| 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 | |
| Geographic proximity and homophily effects drive social interactions | Zhang, Guiming, Gong, Xi, Zhu, Di | 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 | |
| Global Vegetation-Temperature Sensitivity and Its Driving Forces in the 21st Century | Yuxi, Wang, Li, Peng, Yuemin, Yue, Tiantian, Chen | Population Density, Land Use/Land Cover Classification | |
| Global retrieval of stratospheric and tropospheric BrO columns from the | Chong, Heesung, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Chan Miller, Christopher, Saiz-Lopez, Alfonso, Fernandez, Rafael P., Kwon, Hyeong-Ahn, Ayazpour, Zolal, Wang, Huiqun, Souri, Amir H., Liu, Xiong, Chance, Kelly, O'Sullivan, Ewan, Kim, Jhoon, Koo, Ja-Ho, Simpson, William R., Hendrick, Francois, Querel, Richard, Jaross, Glen, Seftor, Colin, Suleiman, Raid M. | Atmospheric Ozone, Land Use/Land Cover Classification, Cloud Fraction, Cloud Top Pressure, ULTRAVIOLET RADIANCE, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Albedo, Anisotropy, Reflectance, Surface Temperature, Skin Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, Upper Level Winds, Atmospheric Pressure, Sea Level Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Total Ozone | |
| Global rise in forest fire emissions linked to climate change in the extratropics | Jones, Matthew W., Veraverbeke, Sander, Andela, Niels, Doerr, Stefan H., Kolden, Crystal, Mataveli, Guilherme, Pettinari, M. Lucrecia, Le Quere, Corinne, Rosan, Thais M., van der Werf, Guido R., van Wees, Dave, Abatzoglou, John T. | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Global Wind Erosion Reduction Driven by Changing Climate and Land Use | Sun, Ranhao, He, Hongbin, Jing, Yongcai, Leng, Song, Yang, Guocheng, Lu, Yihe, Borrelli, Pasquale, Chen, Liding, Fu, Bojie | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index | |
| Globe-LFMC 2.0, an enhanced and updated dataset for live fuel moisture content research | Yebra, Marta, Scortechini, Gianluca, Adeline, Karine, Aktepe, Nursema, Almoustafa, Turkia, Bar-Massada, Avi, Beget, Maria Eugenia, Boer, Matthias, Bradstock, Ross, Brown, Tegan, Castro, Francesc Xavier, Chen, Rui, Chuvieco, Emilio, Danson, Mark, Degirmenci, Cihan Unal, Delgado-Davila, Ruth, Dennison, Philip, Di Bella, Carlos, Domenech, Oriol, Feret, Jean-Baptiste, Forsyth, Greg, Gabriel, Eva, Gagkas, Zisis, Gharbi, Fatma, Granda, Elena, Griebel, Anne, He, Binbin, Jolly, Matt, Kotzur, Ivan, Kraaij, Tineke, Kristina, Agnes, Kutkut, Pnar, Limousin, Jean-Marc, Martin, M. Pilar, Monteiro, Antonio T., Morais, Marco, Moreira, Bruno, Mouillot, Florent, Msweli, Samukelisiwe, Nolan, Rachael H., Pellizzaro, Grazia, Qi, Yi, Quan, Xingwen, Resco de Dios, Victor, Roberts, Dar, Tavsanoglu, Cagatay, Taylor, Andy F. S., Taylor, Jackson, Tufekcioglu, Irem, Ventura, Andrea, Younes Cardenas, Nicolas | Land Use/Land Cover Classification | |
| GLocal: A global development dataset of subnational administrative areas | Morales-Arilla, Jose, Gadgin Matha, Shreyas | Population Density, Land Use/Land Cover Classification | |
| 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 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 |