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 |
|---|---|---|---|
| Water column respiration in the Yakima River basin is explained by temperature, nutrients, and suspended solids | Laan, Maggi M., Fulton, Stephanie G., Garayburu-Caruso, Vanessa A., Barnes, Morgan E., Borton, Mikayla A., Chen, Xingyuan, Farris, Yuliya, Forbes, Brieanne, Goldman, Amy E., Grieger, Samantha, Hall Jr., Robert O., Kaufman, Matthew H., Lin, Xinming, Zionce, Erin L. M., McKever, Sophia A., Myers-Pigg, Allison, Otenburg, Opal, Pelly, Aaron C., Ren, Huiying, Renteria, Lupita, Scheibe, Timothy D., Son, Kyongho, Tagestad, Jerry, Torgeson, Joshua M., Stegen, James C. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux | |
| 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) | |
| 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 | |
| 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 | |
| Urban microclimates in a warming world: land surface temperature (LST) trends across ten major cities on seven continents | Kara, Yigitalp, Yavuz, Veli | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Urban-rural patterns and driving factors of particulate matter pollution | Song, Zhihao, Chen, Bin | Population Size, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | |
| the SESaME Human-Earth atlas | Faisal, Abdullah Al, Kaye, Maxwell, Ahmed, Maimoonah, Galbraith, Eric D. | 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, AEROSOL ABSORPTION, UV Aerosol Index, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Biomass, Forests, Grasslands, Alpine/Tundra | |
| The Speciated isoprene emission model with the MEGAN algorithm for China | Xi, Shengjun, Wang, Yuhang, Yuan, Xiangyang, Feng, Zhaozhong, Zhao, Fanghe, Zhang, Yanli, Wang, Xinming | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover | |
| Towards Water Resilience: A Multi-Stage Calibration Framework for Large-Scale integrated SurfaceSubsurface Hydrological Models | Sandoval, Leonardo, Guadagnini, Alberto, Condon, Laura, Riva, Monica | Population Density, Land Use/Land Cover Classification | |
| Toxic dust emission from drought-exposed lake bedsa new air pollution threat from dried lakes | Gao, Qianqian, Chen, Guochao, Lu, Xiaohui, Chen, Jianmin, Zhang, Hongliang, Wang, Xiaofei | Land Use/Land Cover Classification | |
| 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 | |
| Time-series reconstruction and mapping of forest aboveground biomass in | Yang, Chao, Liu, Aobo, Chen, Yating, Wang, Chengxin, Cheng, Xiao | Land Use/Land Cover Classification | |
| The Widely Increasing Sensitivity of Vegetation Productivity to | Wang, Longjun, Li, Peng, Peng, Ying, Ren, Peixin, Chen, Yuzhu, Zhou, Xiaolu, Yang, Zicheng, Zou, Ziying, Peng, Changhui | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), 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 | |
| A coupled machine-learning and sensitivity analysis framework to link | Hosseinipoor, Mahdi, Danesh-Yazdi, Mohammad | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Aerosol Optical Depth/Thickness | |
| A diagnostic intercomparison of modeled ozone dry deposition over North America and Europe using AQMEII4 regional-scale simulations | Hogrefe, Christian, Galmarini, Stefano, Makar, Paul A., Kioutsioukis, Ioannis, Clifton, Olivia E., Alyuz, Ummugulsum, Bash, Jesse O., Bellasio, Roberto, Bianconi, Roberto, Butler, Tim, Cheung, Philip, Hodzic, Alma, Kranenburg, Richard, Lupascu, Aurelia, Momoh, Kester, Perez-Camanyo, Juan Luis, Pleim, Jonathan E., Ryu, Young-Hee, San Jose, Roberto, Schaap, Martijn, Schwede, Donna B., Sokhi, Ranjeet | Land Use/Land Cover Classification | |
| A comparison of drought indices for crop yield loss detection: The role | Holwerda, Friso, Salazar-Martinez, Diego, Holmes, Thomas R.H., Hain, Christopher R., Anderson, Martha C. | Evapotranspiration, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Land Use/Land Cover Classification | |
| Cross-Scalar Analysis of Multisensor Land Surface Phenology | Gao, Xiaojie, Stonebrook, Sophia, Green, Tristan, Moon, Minkyu, Friedl, Mark A. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover, Leaf Characteristics | |
| Country- specific progress toward the Sustainable Development Goals: | Xing, Qiang, Lu, Linlin, Wang, Li, Chen, Fang, Liu, Jianguo, Pradhan, Prajal, Bryan, Brett A., Moallemi, Enayat A., Gao, Lei, Schaubroeck, Thomas, Carrasco, L. Roman, Banik, Dan, Xu, Zhenci, Li, Yingjie, Zhang, Linxiu, Ding, Tianran, Liu, Jiuliang, Zeng, Yuxi, Wu, Chaoyang | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Decoding vegetation resilience: NDVI trends and climate impacts in Indian agriculture | Dharavath, Nagaraju, Goroshi, Sheshakumar | Land Use/Land Cover Classification | |
| Diffuse Fertilization or Lack Thereof: A Multisite Synthesis of Water | Schwartz, E., KeppelAleks, G., Steiner, A. L. | 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, Evapotranspiration, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Digital mapping of peat thickness and carbon stock of global peatlands | Widyastuti, Marliana Tri, Minasny, Budiman, Padarian, Jose, Maggi, Federico, Aitkenhead, Matt, Beucher, Amelie, Connolly, John, Fiantis, Dian, Kidd, Darren, Ma, Yuxin, Macfarlane, Fraser, Robb, Ciaran, Rudiyanto, Setiawan, Budi I., Taufik, Muh | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | |
| Direct and indirect effects of spring phenology on forest transpiration | Wang, Lvlv, She, Dunxian, Yang, Yuting, Meng, Lin, Xia, Jun | Land Use/Land Cover Classification |