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 |
|---|---|---|---|
| Geospatial Weather Affected Terrain Conditions and Hazards (GeoWATCH) description and evaluation | Eylander, John, Bieszczad, Jerry, Ueckermann, Mattheus, Peters, Joffrey, Brooks, Chris, Audette, William, Ekegren, Michael | Land Use/Land Cover Classification | |
| GF-1 leaf area index product across China based on three-dimensional stochastic radiation transfer model | ZHANG, Hu, , 100101 State Key Laboratory of Remote Sensing Science, Jointly Sponsored by Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing Normal University, Beijing 100101, China, LI, Jing, LIU, Qinhuo, ZHANG, Zhaoxing, ZHU, Xinran, LIU, Chang, ZHAO, Jing, DONG, Yadong, XU, Baodong, MENG, Jihua | Land Use/Land Cover Classification | |
| Human modification of land cover alters net primary productivity, species richness and their relationship | Deng, Shuyu, Beale, Colin M., Platts, Philip J., Thomas, Chris D. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| HiQ-LAI: A high-quality reprocessed MODIS LAI dataset with better spatio-temporal consistency from 2000 to 2022 | Yan, Kai, Wang, Jingrui, Peng, Rui, Yang, Kai, Chen, Xiuzhi, Yin, Gaofei, Dong, Jinwei, Weiss, Marie, Pu, Jiabin, Myneni, Ranga B. | Land Use/Land Cover Classification | |
| Historical Eco-Environmental Quality Mapping in China with Multi-Source | Wu, Shaoteng, Cao, Lei, Xu, Dong, Zhao, Caiyu | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| HiTIC-Monthly: a monthly high spatial resolution (1 km) human thermal index collection over China during 20032020 | Zhang, Hui, Luo, Ming, Zhao, Yongquan, Lin, Lijie, Ge, Erjia, Yang, Yuanjian, Ning, Guicai, Cong, Jing, Zeng, Zhaoliang, Gui, Ke, Li, Jing, Chan, Ting On, Li, Xiang, Wu, Sijia, Wang, Peng, Wang, Xiaoyu | Land Use/Land Cover Classification | |
| How to enhance hydrological predictions in hydrologically distinct | Mangukiya, Nikunj K., Sharma, Ashutosh, Shen, Chaopeng | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| How do birds with different traits respond to Urbanization? A | Yang, Mengxia, Callaghan, Corey T., Wu, Jiayu | Land Use/Land Cover Classification | |
| How Long Do Runoff-Generated Debris-Flow Hazards Persist After Wildfire? | Graber, Andrew P., Thomas, Matthew A., Kean, Jason W. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Hydrological modeling based on the KNN algorithm: An application for the | Escuela Profesional de Ingenieria Agricola, Universidad Nacional del Altiplano, Puno, Peru / Escuela Profesional de Ingenieria Ambiental, Universidad Peruana Union, Juliaca, Peru, Lujano, Efrain, Lujano, Rene, Huamani, Juan Carlos, Lujano, Apolinario | Land Use/Land Cover Classification | |
| Forestation at the right time with the right species can generate persistent carbon benefits in China | Xu, Hao, Yue, Chao, Zhang, Yao, Liu, Dan, Piao, Shilong | Land Use/Land Cover Classification | |
| Global erosion of terrestrial environmental space by artificial light at night | Cox, Daniel T.C., Gaston, Kevin J. | Land Use/Land Cover Classification | |
| Generation of global 1-km daily soil moisture product from 2000 to 2020 using ensemble learning | Zhang, Yufang, Liang, Shunlin, Ma, Han, He, Tao, Wang, Qian, Li, Bing, Xu, Jianglei, Zhang, Guodong, Liu, Xiaobang, Xiong, Changhao | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification | |
| Generation of High Temporal Resolution Full-Coverage Aerosol Optical | Long, Zhiyong, Jin, Zichun, Meng, Yizhen, Ma, Jin | Land Use/Land Cover Classification | |
| Global variation in unique and redundant mammal functional diversity | Cox, Daniel T. C., Baker, David J., Gardner, Alexandra S., Gaston, Kevin J. | Land Use/Land Cover Classification | |
| Implementing landscape genetics in molecular epidemiology to determine drivers of vectorborne disease: A malaria case study | Hubbard, Alfred, HemmingSchroeder, Elizabeth, Machani, Maxwell Gesuge, Afrane, Yaw, Yan, Guiyun, Lo, Eugenia, Janies, Daniel | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | |
| Impacts of land cover changes on biogenic emission and its contribution to ozone and secondary organic aerosol in China | Ma, Jinlong, Zhu, Shengqiang, Wang, Siyu, Wang, Peng, Chen, Jianmin, Zhang, Hongliang | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Improved estimation of vegetation water content and its impact on L-band soil moisture retrieval over cropland | Feng, Sijia, Qiu, Jianxiu, Crow, Wade T., Mo, Xingguo, Liu, Suxia, Wang, Sheng, Gao, Lun, Wang, Xinghan, Chen, Shuisen | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Improved statistical models for the relationship between riparian vegetation and river flow in arid environments: Implications for flow management | Zhang, Yichi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Indicator-to-impact links to help improve agricultural drought preparedness in Thailand | Tanguy, Maliko, Eastman, Michael, Magee, Eugene, Barker, Lucy J., Chitson, Thomas, Ekkawatpanit, Chaiwat, Goodwin, Daniel, Hannaford, Jamie, Holman, Ian, Pardthaisong, Liwa, Parry, Simon, Rey Vicario, Dolores, Visessri, Supattra | Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Improving risk reduction potential of weather index insurance by spatially downscaling gridded climate data-a machine learning approach | Eltazarov, Sarvarbek, Bobojonov, Ihtiyor, Kuhn, Lena, Glauben, Thomas | Land Use/Land Cover Classification | |
| Globally quantitative analysis of the impact of atmosphere and spectral | Zhen, Zhijun, Chen, Shengbo, Yin, Tiangang, Gastellu-Etchegorry, Jean-Philippe | Land Use/Land Cover Classification | |
| Global Riverine Export of Dissolved Lignin Constrained by Hydrology | Bao, Hongyan, Wu, Ying, Zhan, Xiaoqian, Wang, Xiaona, Spencer, Robert G. M., Hernes, Peter J., Feng, Xiaojuan, Lee, LiChin, Huang, JrChuan, Zhang, Jingjing, Zhao, Hongwei, Kao, ShuhJi, Zhang, Jing | Land Use/Land Cover Classification | |
| Global scale coupling of pyromes and fire regimes | Pais, Cristobal, Gonzalez-Olabarria, Jose Ramon, Elimbi Moudio, Pelagie, Garcia-Gonzalo, Jordi, Gonzalez, Marta C., Shen, Zuo-Jun Max | Population Density, Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Fire Dynamics | |
| Grassland cover declined in Southern Africa but increased in other African subcontinents in early twenty-first century | Muraina, Taofeek O., Asenso Barnieh, Beatrice, Jimoh, Saheed O., Olasupo, Ibraheem O., Bello, Suleiman K., Usman, Samaila, Mudzengi, Clarice P., NourEldeen, Nusseiba, Abdul Aziz, Ammar, Anibaba, Quadri A. | Land Use/Land Cover Classification |