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 |
|---|---|---|---|
| The Process-Cognizant Vegetation Drought Model (PCVDM): Analyzing | Zhang, Zhimei, Jiao, Zhijun, Wu, Lixin | Land Use/Land Cover Classification, Reflectance, Emissivity, Land Surface Temperature | |
| The relative productivity index: Mapping human impacts on rangeland | Lomax, Guy A., Powell, Thomas W.R., Lenton, Timothy M., Cunliffe, Andrew M. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| The Harmonized Landsat and Sentinel-2 version 2.0 surface reflectance dataset | Ju, Junchang, Zhou, Qiang, Freitag, Brian, Roy, David P., Zhang, Hankui K., Sridhar, Madhu, Mandel, John, Arab, Saeed, Schmidt, Gail, Crawford, Christopher J., Gascon, Ferran, Strobl, Peter A., Masek, Jeffrey G., Neigh, Christopher S.R. | Land Use/Land Cover Classification | |
| The Downscaled GOME-2 SIF Based on Machine Learning Enhances the | Hu, Chenyu, Xie, Pinhua, Hu, Zhaokun, Li, Ang, Feng, Haoxuan | Land Use/Land Cover Classification | |
| The impact of compound droughts and heatwaves on ecosystem carbon-water dynamics in Eurasia | Xie, Mingjuan, Luo, Geping, Frankl, Amaury, De Maeyer, Philippe, Hellwich, Olaf, Van Weverberg, Kwinten | Land Use/Land Cover Classification | |
| Simulating urban heat islands and local winds in the Dhaka metropolitan | Tabassum, Abeda, Hong, Seong-Ho, Park, Kyeongjoo, Baik, Jong-Jin | Land Use/Land Cover Classification | |
| The contribution of fires to PM2.5 and population exposure in the Asia Pacific region | Lu, Hua, Xie, Min, Wang, Nan, Liu, Bojun, Jiang, Jinyue, Zhuang, Bingliang, Zhang, Ying, Wu, Meixuan, Yang, Jianfeng, Lv, Kunqin, Ma, Danyang | Land Use/Land Cover Classification, Land Surface Temperature, Fire Occurrence, Surface Thermal Properties, THERMAL ANOMALIES | |
| Study of conservation, propagation, phenology and habitat preferences | Trimanto, Renjana, Elga, Rahadiantoro, Apriyono, Yulia, Nina Dwi, Lestari, Dewi Ayu, Firdiana, Elok Rifqi, Masudah, Shofiyatul, Ningrum, Linda Wige, Hapsari, Lia, Latifah, Dian, Hardwick, Kate | Land Use/Land Cover Classification | |
| Spring phenology and productivity alter vegetation vulnerability under | Zhang, Gengxi, Wang, Huimin, Zhang, Shuyu, Gan, Thian Yew, Zhao, Jin, Su, Xiaoling, Fu, Xiaolei | Land Use/Land Cover Classification, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | |
| Stakeholder perceptions of drought resilience using government drought | Chengot, Rishma, Goodwin, Daniel, Tanguy, Maliko, Armitage, Rachael, Pardthaisong, Liwa, Jha, Srinidhi, Holman, Ian, Vicario, Dolores Rey, Visessri, Supattra, Ekkawatpanit, Chaiwat, Hannaford, Jamie | Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal responses of bird populations to forest dynamics: A case | Chao, Chutong, Jing, Danyang, Lyu, Yingshuo, Zheng, Xi | Land Use/Land Cover Classification | |
| Spatiotemporal Variability of Vegetation Productivity Responses to | Gong, Haixing, Wang, Guoyin, Zhang, Renhe, Chen, Guoxing, Wang, Xiaoyan, Cheng, Tiantao | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Spatiotemporal variation in potential gosling development windows across Mongolian Plateau in relation to climate change | Zhang, Junjian, Zhang, Yong, Damba, Iderbat, Batbayar, Nyambayar, Xu, Zhenggang, Cao, Lei, Fox, Anthony David | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature | |
| Spatiotemporal Variations and Key Driving Factors of Dust Storms in | Tan, Chenghao, Liu, Chong, Li, Tian, Liu, Xiali, Tang, Mingjin, Zhao, Tianliang | Land Use/Land Cover Classification | |
| Spatiotemporal Variations in Compound Extreme Events and Their Cumulative and Lagged Effects on Vegetation in the Northern Permafrost Regions from 1982 to 2022 | Dong, Yunxia, Liu, Guimin, Wu, Xiaodong, Wang, Lin, Xu, Haiyan, Yang, Sizhong, Wu, Tonghua, Abakumov, Evgeny, Zhao, Jun, Cui, Xingyuan, Shao, Meiqi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal variations of extreme climate and their effects on vegetation growth in the northern permafrost regions during 19822022 | Dong, Yunxia, Liu, Guimin, Wu, Xiaodong, Wang, Lin, Yang, Sizhong, Wu, Tonghua, Xu, Haiyan, Abakumov, Evgeny, Zhao, Jun, Cui, Xingyuan, Shao, Meiqi | Land Use/Land Cover Classification | |
| Spatiotemporal Vegetation Dynamics, Forest Loss, and Recovery: | Ignatius, Amber R., Annis, Ashley N., Helton, Casey A., Reeb, Alec W., Ricke, Dylan F. | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Spatial and temporal analysis of changes in hydrological fluxes and | Torres, Eliana, Maskey, Shreedhar, Corzo, Gerald, Uijlenhoet, Remko, Solomatine, Dimitri | Land Use/Land Cover Classification | |
| Self-Limiting Effects of Global-Scale Desert Solar Farms: Climatic Feedbacks and Constraints on Wind-Solar Energy Synergy | Zhou, Yuhan, Wu, Huihuang, Wang, Xian, Ren, Yang, Ge, Wendong, Liu, Junfeng, Tao, Shu | Land Use/Land Cover Classification | |
| Seroprevalence of Antibodies Against Legionella Species in Northeastern | Lethbridge, Juniper, Freppel, Wesley, Ho, Mei Fong, Skinner, Eloise B, Rustanti, Lina, Roulis, Eileen, Rudd, Penny A, Faddy, Helen M, Young, Megan K, Herrero, Lara J | Land Use/Land Cover Classification | |
| Seventeen-Year Reconstruction of Tropical Forest Aboveground Biomass | Yang, Chao, Liu, Aobo, Chen, Yating | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | |
| Spatial and temporal variability of soil moisture active and passive (SMAP) droughts and their impacts on vegetation in the Central Highlands of Vietnam | Thi, Nguyen Quang, Govind, Ajit, Ha, Tuyen V. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Soil erosion susceptibility maps and raster dataset for the hydrological basins of North Africa | Salhi, Adil, Benabdelouahab, Sara, Heggy, Essam | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Soil functions are shaped by aridity through soil properties and the | Domenech-Pascual, Anna, Rodriguez, Luciana Chavez, Han, Xingguo, Casas-Ruiz, Joan Pere, Ferriol-Ciurana, Joan, Donhauser, Jonathan, Jordaan, Karen, Allison, Steven D., Frossard, Aline, Prieme, Anders, Ramond, Jean-Baptiste, Romani, Anna M. | Land Use/Land Cover Classification | |
| Soil moisture and microbiome explain greenhouse gas exchange in global peatlands | Parn, Jaan, Thayamkottu, Sandeep, Opik, Maarja, Bahram, Mohammad, Tedersoo, Leho, Espenberg, Mikk, Davison, John Alexander, Kasak, Kuno, Maddison, Martin, Niinemets, Ulo, Ostonen, Ivika, Soosaar, Kaido, Sohar, Kristina, Zobel, Martin, Mander, Ulo | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity |