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 |
|---|---|---|---|
| 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) | |
| Spatial Downscaling of Soil Moisture Product to Generate High-Resolution | Abebe, Asnake Kassahun, Zhou, Xiang, Lv, Tingting, Tao, Zui, Elnashar, Abdelrazek, Kebede, Asfaw, Wang, Chunmei, Zhang, Hongming | Land Use/Land Cover Classification | |
| Spatial heterogeneity of agricultural drought drivers in irrigation | Shi, Xiang, Han, Wenting, Wang, Yubin | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatial Heterogeneity of Mountain Greenness and Greening in the Tibetan | Liu, Zhao, Zhang, Xingjian, Zhao, Shuang, Liu, Panpan, Liu, Jinxiu | Land Use/Land Cover Classification | |
| Spatial-temporal cross-view contrast for self-supervised crop yield | Qiao, Mengjia, He, Xiaohui, Cheng, Xijie, Li, Panle, Zheng, Kai, Xu, Mingchen, Chen, Yijun | Land Use/Land Cover Classification | |
| Spatiotemporal Agricultural Drought Assessment and Mapping Its | Ghasempour, Fatemeh, Yamac, Sevim Seda, Sekertekin, Aliihsan, Iban, Muzaffer Can, Kutoglu, Senol Hakan | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Spatiotemporal assessment and monitoring of urban heat islands in | Sampaio, Rafael Joao, Rodriguez, Daniel Andres, Espindola, Rogerio Pinto, da Silva, Fabricio Polifke | Land Use/Land Cover Classification | |
| Spatiotemporal changes in global cropland fire activity from 2003 to 2020 | Wang, Jiaming, Zhong, Xiaoting, Zhao, Jie, Shen, Xiaofan, Wang, Mengyu, He, Junhao, Meng, Xiaohan, Chen, Qiuling, Lu, Xinrui, Wang, Liang, Yue, Chao | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Significant roles of snow and vegetation cover in modulating altitudinal | Zhang, Hongbo, Zhang, Fan, Luo, Lun, Yan, Wei, Zhang, Longhui, Li, Ziying | 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 | |
| Sensitivity of the Shallow-To-Deep Convective Transition to Moisture and | Viscardi, Leandro Alex Moreira, Torri, Giuseppe, Adams, David K., Barbosa, Henrique de Melo Jorge | 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, Drainage, Rivers/Streams, Watershed Characteristics | |
| Sensitivity of lumped and semi-distributed hydrological models to 20 | Pacheco M., Paula L., Satge, Frederic, Bonnet, Marie-Paule, Molina-Carpio, Jorge, Pillco Zola, R., Ramirez, Edson, Espinoza-Romero, Daniel, Hostache, Renaud | 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 | |
| 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 | |
| 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 | |
| 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 | |
| Spatiotemporal responses of bird populations to forest dynamics: A case | Chao, Chutong, Jing, Danyang, Lyu, Yingshuo, Zheng, Xi | Land Use/Land Cover Classification | |
| Spatiotemporal Fire Patterns and Post-fire Forest Change in Peru | Mostiga, Maricel, Armenteras, Dolors, Vayreda, Jordi, Retana, Javier | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Spatiotemporal Footprints of Surface Urban Heat Islands in the Urban Agglomeration of Yangtze River Delta During 20002022 | Du, Yin, Xie, Jiachen, Xie, Zhiqing, Wang, Ning, Zhang, Lingling | Land Use/Land Cover Classification | |
| Spatiotemporal coordination and imbalance between urbanization and eco-environmental quality: a global remote sensing perspective | Xu, Zhen-Yuan, Sun, Zhuo-Yang, Zhu, Xiaoqing, Xu, Dong | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal dynamics and drivers of algal blooms in chinese lakes: A multi-phenological index analysis | Yang, Yufeng, Gao, Wei, Zhang, Yuan, Li, Feilong, Guo, Fen | Land Use/Land Cover Classification |