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 |
|---|---|---|---|
| CONCN: a high-resolution, integrated surface watergroundwater ParFlow modeling platform of continental China | Yang, Chen, Jia, Zitong, Xu, Wenjie, Wei, Zhongwang, Zhang, Xiaolang, Zou, Yiguang, McDonnell, Jeffrey, Condon, Laura, Dai, Yongjiu, Maxwell, Reed | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Contrasting age-dependent leaf acclimation strategies drive vegetation greening across deciduous broadleaf forests in mid-to high latitudes | Wang, Fangyi, Xue, Meimei, Zhou, Liming, Doughty, Christopher E., Ciais, Philippe, Reich, Peter B., Shang, Jiali, Chen, Jing Ming, Liu, Jane, Green, Julia K., Hao, Dalei, Tao, Shengli, Su, Yanjun, Liu, Lingli, Xia, Jianyang, Wang, Han, Yu, Kailiang, Zhu, Zaichun, Zhu, Peng, Li, Xing, Liu, Hui, Zeng, Yelu, Yan, Kai, Liu, Liyang, Lafortezza, Raffaele, Su, Yongxian, Meng, Yanqiong, Pan, Yixuan, Yang, Xueqin, Fu, Yongshuo H., He, Nianpeng, Yuan, Wenping, Chen, Xiuzhi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Reflectance, Anisotropy | |
| Consistent global dataset on biodiversity intactness footprint of agricultural production from 2000 to 2020 | Nguyen, Can Trong, Vackarova, Davina, Weinzettel, Jan | Land Use/Land Cover Classification | |
| Convective potential and fuel availability complement near-surface | Su, Hongxuan, Yu, Yan, Guo, Weidong, Mao, Jiafu | Land Use/Land Cover Classification | |
| Comparison of Deep Learning Models for LAI Simulation and Interpretable | Yu, Junpo, Si, Yajun, Zhao, Wen, Zhou, Zeyu, Jin, Jiming, Yan, Wenjun, Shao, Xiangyu, Xu, Zhixiang, Gan, Junwei | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Contrasting biophysical impacts of vegetation growth and type transition greening on local temperature in southwestern China | Dong, Na, Liu, Zhen, Xu, Ru, Huang, Hua-Bing | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity | |
| Deforestation Increases Vegetation Vulnerability to Drought Across | Xiao, Chenwei, Zaehle, Sonke, Sitch, Stephen, Duveiller, Gregory, PabonMoreno, Daniel E., Walker, Anthony P., Knauer, Jurgen, Maignan, Fabienne, Schmullius, Christiane, Bastos, Ana | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Determining the influence of meteorological, environmental, and | Mousavi, Seyed Mohsen, Dinan, Naghmeh Mobarghaee, Khoshbakht, Korous, Ansarifard, Saeed, Sonnentag, Oliver, Naghibi, Amir | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Emissivity, Land Surface Temperature | |
| Evaluating rainfall estimates derived from soil moisture using soil hydraulic properties over the Korean Peninsula | Kim, Doyoung, Lee, Seulchan, Cho, Seongkeun, Kim, Daeha, Choi, Minha | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Use/Land Cover Classification | |
| Evaluating Global and National Datasets in an Ensemble Approach to | Evans, Christine, Cherrington, Emil A., Carey, Lauren, Limaye, Ashutosh, Maharjan, Sajana, Nunez, Diego Incer, Anderson, Eric R., Herndon, Kelsey, Flores-Anderson, Africa I. | Land Use/Land Cover Classification | |
| Estimation of surface all-wave net radiation from MODIS data using deep | Li, Shaopeng, Jiang, Bo, Liang, Shunlin, Xiao, Xiongxin, Peng, Jianghai, Liang, Hui, Han, Jiakun, Yin, Xiuwan | Land Use/Land Cover Classification | |
| Estimating emissions of biogenic volatile organic compounds from urban green spaces and their contributions to secondary pollution | Ma, Jinlong, Wang, Shuai, Chen, GuoChao, Zhu, Shengqiang, Wang, Peng, Chen, Jianmin, Zhang, Hongliang | Land Use/Land Cover Classification | |
| Estimating global anthropogenic CO2 emissions through satellite observations | He, Jia, Huang, Bo | Land Use/Land Cover Classification | |
| Evaluating climatic warming and the modulating effects of surface water and regional variables in western Bangladesh | Dastour, Hatef, Alam, Md. Mahbub, Dewan, Ashraf, Hassan, Quazi K. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Evaluating the Functional Realism of Deep Learning RainfallRunoff Models Using Catchment Hydrology Principles | Bayati, Ara, Ameli, Ali A., Razavi, Saman | Land Use/Land Cover Classification | |
| Evaluating the Performance of Land Use Products in Mountainous Regions: A Case Study in the Wumeng Mountain Area, China | Meng, Qianwen, Wang, Jiasheng, Yang, Kun, He, Yue, Xiao, Ling, Zhou, Hui | Land Use/Land Cover Classification | |
| Evaluating the Performance of Sentinel-1 SAR Derived Snow Depth | Bulovic, N., Johnson, F., Lievens, H., Shaw, T. E., McPhee, J., Gascoin, S., Demuzere, M., McIntyre, N. | Land Use/Land Cover Classification | |
| Evaluation of the performance of multiple reanalysis forcing data in | Xie, Yuxuan, Kong, Dongdong, Zhang, Yongqiang, Zhong, Yulong, Ma, Ning, Gong, Rouyan, Ci, Hui, Xiao, Mingzhong, Gu, Xihui | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Evaluation of modeled smoke plumes of wildfires in the Argentinian | Garcia Ferreyra, Maria Fernanda, Scavuzzo, Carlos Marcelo, Otero, Lidia Ana, Curci, Gabriele | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Forest fires under the lens: needleleaf index-a novel tool for satellite image analysis | Amiri, Afshin, Soltani, Keyvan, Gumiere, Silvio Jose, Bonakdari, Hossein | Land Use/Land Cover Classification | |
| First quasi-global soil moisture retrieval using Fengyun-3 GNSS-R | Yang, Wentao, Guo, Fei, Zhang, Xiaohong, Zhu, Yifan, Li, Zheng, Zhang, Zhiyu | Land Use/Land Cover Classification | |
| Flash drought impacts on global ecosystems amplified by extreme heat | Gu, Lei, Schumacher, Dominik L., Fischer, Erich M., Slater, Louise J., Yin, Jiabo, Sippel, Sebastian, Chen, Jie, Liu, Pan, Knutti, Reto | Land Use/Land Cover Classification | |
| Firestorm in California: The new reality for wildland-urban interface regions | Amiri, Afshin, Gumiere, Silvio, Bonakdari, Hossein | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| FreezeThaw Dynamics Reshape Climatic Control of Spring Phenology Across Northern Ecosystems | Wu, Shuai, Zhang, Yu, Guo, Kang, Luo, Geping, Han, Yonglong, Yan, Wei, Ma, Xiaofei | Land Use/Land Cover Classification, Emissivity, Land Surface Temperature | |
| From CarbonWater Diagnosis to Landscape Optimization: A New Framework for Sustainable Restoration in East Asian Karst | Pan, Yitong, Wang, Siyu, Fu, Wei, Li, Qian, Fan, Zhouyu | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |