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 |
|---|---|---|---|
| Development of a multidecadal land reanalysis over High Mountain Asia | Maina, Fadji Z., Xue, Yuan, Kumar, Sujay V., Getirana, Augusto, McLarty, Sasha, Appana, Ravi, Forman, Bart, Zaitchik, Ben, Loomis, Bryant, Maggioni, Viviana, Zhou, Yifan | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Water Budget | |
| Detection of the Contribution of Vegetation Change to Global Net Primary | Hu, Xiaoqing, Feng, Huihui, Tang, Yingying, Wang, Shu, Wang, Shihan, Wang, Wei, Huang, Jixian | Land Use/Land Cover Classification | |
| DETECCAO DE MUDANCAS NO USO E OCUPACAO DO SOLO NO ESTADO DO AMAZONAS BASEADA NAS CLASSIFICACOES DO PROJETO MAPBIOMAS | Vasconcelos, Brychtn Ribeiro de, Vieira Lima, Mirelle Taina, Conceicao Paranhos Filho, Antonio | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance | |
| Detecting Damage to Cultural Heritage during Armed Conflict Using the Case of Ukraine | Cil, Deniz, Bassett, Hayden F., Aronson, Jacob, Gunter-Bassett, Madeleine, Welsh, William, Hanson, Katharyn, Wegener, Corine, Daniels, Brian I. | Land Use/Land Cover Classification | |
| Data-constrained modeling of terrestrial gross primary production over | Chen, Shaoyuan, Liu, Dan, Zhang, Yuan, Zheng, Rongshun, Wang, Tao | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Enhancing burned area monitoring with VIIRS dataset: A case study in Sub-Saharan Africa | Ouattara, Boris, Thiel, Michael, Sponholz, Barbara, Paeth, Heiko, Yebra, Marta, Mouillot, Florent, Kacic, Patrick, Hackman, Kwame | Land Use/Land Cover Classification | |
| Enhanced cooling efficiency of urban trees on hotter summer days in 70 cities of China | Yang, Limei, Ge, Jun, Cao, Yipeng, Liu, Yu, Luo, Xing, Wang, Shiyao, Guo, Weidong | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux | |
| Estimating AVHRR snow cover fraction by coupling physical constraints into a deep learning framework | Zhao, Qin, Hao, Xiaohua, Che, Tao, Shao, Donghang, Ji, Wenzheng, Luo, Siqiong, Huang, Guanghui, Feng, Tianwen, Dong, Leilei, Sun, Xingliang, Li, Hongyi, Wang, Jian | Land Use/Land Cover Classification | |
| Estimating broadband snow albedo by an asymptotic radiative transfer model-constrained deep learning models | Shao, Donghang, Jin, Yuwei, Ji, Wenzheng, Li, Hongxing, Feng, Tianwen, Li, Hongyi, Wang, Jian, Hao, Xiaohua | Land Use/Land Cover Classification, Reflectance, Albedo, Snow Cover | |
| Estimating Global Gross Primary Production Using an Improved MODIS Leaf Area Index Dataset | Wang, Shujian, Zhang, Xunhe, Hou, Lili, Sun, Jiejie, Xu, Ming | Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Wetlands, Wetlands, Coastal, Gross Primary Production (gpp), Intertidal Zone, Chlorophyll, Reflectance, Terrestrial Ecosystems, Biomass, Litter Characteristics, NET ECOSYSTEM CO2 EXCHANGE (NEE), Heterotrophic Respiration (rh), Autotrophic Respiration (ra), Soil Organic Carbon (SOC) | |
| Enhancing phenology modeling through the integration of artificial light | Xia, Haoming, Qiao, Longxin, Guo, Yan, Ru, Xutong, Qin, Yaochen, Zhou, Yuyu, Wu, Chaoyang | Land Use/Land Cover Classification | |
| Enhancing rice yield prediction: a deep fusion model integrating ResNet50-LSTM with multi source data | Aslam, Aqsa, Farhan, Saima | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Evolutionary characteristics of carbon sources/sinks in Chinese terrestrial ecosystems regarding to temporal effects and geographical partitioning | Qi, Shuaiyang, Zhang, Huaiqing, Zhang, Meng | Land Use/Land Cover Classification | |
| Exploring spatial machine learning techniques for improving land surface temperature prediction | Arunab, K.S., Mathew, Aneesh | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness | |
| Dynamical systems-inspired machine learning methods for drought | Watford, Andrew, Bauch, Chris T., Anand, Madhur | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Energetic trade-offs in migration decision-making, reproductive effort and subsequent parental care in a long-distance migratory bird | Schindler, Alexander R., Fox, Anthony D., Wikle, Christopher K., Ballard, Bart M., Walsh, Alyn J., Kelly, Sean B. A., Cao, Lei, Griffin, Larry R., Weegman, Mitch D. | Land Use/Land Cover Classification | |
| Effect of land cover pattern on rainfall during a landfalling typhoon: A | Wu, Jiahao, Gao, Liang, Meng, Qingyan, Wang, Hong | Land Use/Land Cover Classification | |
| Ecological scales of effect vary across space and time | Pease, Brent S. | Land Use/Land Cover Classification | |
| Effect of the reference rural landscape on annual variations in surface | Peng, Weidong, Yang, Xiaoshan, Chen, Sophia Shuang | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Effects of urbanization on cloud-to-ground lightning strike frequency: a global perspective | Narvaez, J. Pablo, Yanoviak, Stephen P., Bitzer, Phillip M., Burchfield, Jeffrey C., Gora, Evan M. | Nitrogen Dioxide, Land Use/Land Cover Classification | |
| Critical Importance of Tree and Non-Tree Vegetation for African Precipitation | Te Wierik, S. A., Keune, J., Miralles, D. G., Gupta, J., ArtzyRandrup, Y. A., Cammeraat, L. H., van Loon, E. E. | Land Use/Land Cover Classification | |
| Considerable energy crop production potentials in the Russian Far East | Zhang, Zongliang, Xu, Jialu, Jin, Shan, Zhuang, Huimin, Li, Shaokun, Wu, Xinyu, Zhang, Zhao | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Decoupling of bird migration from the changing phenology of spring green-up | Robertson, Ellen P., La Sorte, Frank A., Mays, Jonathan D., Taillie, Paul J., Robinson, Orin J., Ansley, Robert J., OConnell, Timothy J., Davis, Craig A., Loss, Scott R. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Deciphering the Biophysical Impact of Permafrost Greening on Summer | Wang, Jian, Liu, Desheng | Land Use/Land Cover Classification, Albedo, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Declining Tradeoff Between Resistance and Resilience of Ecosystems to | Yao, Ying, Liu, Yanxu, Song, Jiaxi, Tao, Shengli, Li, Yan, Wu, Tianjing, Wang, Yijia, Wang, Shuai, Fu, Bojie | Land Use/Land Cover Classification |