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 |
|---|---|---|---|
| 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 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 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 | |
| Impacts of Spatial and Temporal Resolution on Remotely Sensed Corn and | Gao, Feng, Anderson, Martha, Houborg, Rasmus | Land Use/Land Cover Classification, Reflectance, Enhanced Vegetation Index (EVI), Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure | |
| Impactbased skill evaluation of seasonal precipitation forecasts | Nikraftar, Zahir, Mbuvha, Rendani, Sadegh, Mojtaba, Landman, Willem A. | Land Use/Land Cover Classification | |
| Improvement of Spatio-Temporal Inconsistency of Time Series Land Cover | Zhu, Ling, Liu, Jun, Jiang, Shuyuan, Zhang, Jingyi | Land Use/Land Cover Classification | |
| Impacts of Urban Heat and Surface Roughness on Landfalling Tropical Cyclone Intensity: A Case Study Based on TC Victor (1997) in Coastal South China | Hu, Chenxi, Tam, ChiYung, Li, Zhenning, Chen, Jilong, Chow, Tsun Ngai, Li, Yubin, Cheung, Kevin K. W., Chu, JungEun, Yang, ZongLiang | Land Use/Land Cover Classification | |
| Increasing Optimum Temperature of Vegetation Activity Over the Past Four | Wang, Yiheng, Sarmah, Sangeeta, Singha, Mrinal, Chen, Weinan, Ge, Yong, Liang, Liyin L., Goswami, Santonu, Niu, Shuli | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Improving global gross primary productivity estimation using two-leaf | Li, Zhilong, Jiao, Ziti, Gao, Ge, Guo, Jing, Wang, Chenxia, Chen, Sizhe, Tan, Zheyou, Zhao, Wenyu | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface 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, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Improving River Routing Using a Differentiable Muskingum-Cunge Model and | Bindas, Tadd, Tsai, WenPing, Liu, Jiangtao, Rahmani, Farshid, Feng, Dapeng, Bian, Yuchen, Lawson, Kathryn, Shen, Chaopeng | Land Use/Land Cover Classification, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature | |
| Inequalities in urban thermal and greenspace exposures: A case study for China's Greater Bay Area from 2010 to 2020 | Zhong, Xue, Zhao, Lihua, Ren, Peng, Teng, Yuanjian, Zhang, Xiang | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Increasing drought sensitivity of plant photosynthetic phenology and | Wang, Yiheng, Tian, Dashuan, Xiao, Jingfeng, Li, Xing, Niu, Shuli | Land Use/Land Cover Classification | |
| Improving the estimation of atmospheric water vapor pressure using interpretable long short-term memory networks | Gao, B., Coon, E.T., Thornton, P.E., Lu, D. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure | |
| 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) | |
| Greening-Induced Biophysical Impacts Lead to Earlier Spring and Autumn | Guo, Jing, Wang, Jinmei, Qiao, Yuxin, Huang, Xu, Smith, Nicholas G., Liu, Zhiyong, Zhang, Rui, Chen, Xiuzhi, Wu, Chaoyang, Penuelas, Josep, Chen, Lei | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Anisotropy, Land Use/Land Cover Classification, Albedo, Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux | |
| 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 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 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 | |
| Global insect herbivory and its response to climate change | Liu, Mu, Jiang, Peixi, Chase, Jonathan M., Liu, Xiang | Land Use/Land Cover Classification | |
| Development of inter-grid-cell lateral unsaturated and saturated flow model in the E3SM Land Model (v2. 0) | Qiu, Han, Bisht, Gautam, Li, Lingcheng, Hao, Dalei, Xu, Donghui | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Differences in drought characteristics, progression, and recession across ecosystem types in the pantropical region of the Lancang-Mekong River Basin | Feng, Ganlin, Xu, Zhiying, Khongdee, Nuttapon, Mansaray, Lamin R., Song, Qinghai, Chen, Yaoliang | Land Use/Land Cover Classification | |
| Determining the impact of anthropogenic activities and climate change on | Tyagi, Ankit, Gupta, Neha, Tiwari, Reet Kamal, James, Naveen, Chavan, Sagar Rohidas | Land Use/Land Cover Classification |