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 |
|---|---|---|---|
| Shifting vegetation phenology in protected areas: A response to climate | Ontel, Irina, Avram, Sorin, Gheorghe, Carmen Adriana, Niculae, Mihaita Iulian, Pascu, Ionut Silviu, Rodino, Steliana | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Siberian wildfire smoke observations from space-based multi-angle | Junghenn Noyes, Katherine T., Kahn, Ralph A. | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, Ozone Profiles, Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Reflecting on surface albedo and climate | Gottschalk, Pia, Klumpp, Katja, Cardinael, Remi, Ceschia, Eric, Diop, Souleymane, Genesio, Lorenzo, Khalil, Mohammad Ibrahim, Kruijt, Bart, Lugato, Emanuele, Roujean, Jean-Louis, Sieber, Petra, Osborne, Bruce | Radiative Forcing, Forests, Alpine/Tundra, Albedo, Land Use/Land Cover Classification | |
| Satellite Data in Agricultural and Environmental Economics: Theory and | Wuepper, David, Oluoch, Wyclife Agumba, Hadi, Hadi | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Satellite data-driven estimation of daily and 500 m net ecosystem | Wang, Xian, Zhang, Yongqiang, Zhang, Xuanze, He, Shaoyang, Kong, Dongdong, Tian, Jing, Wei, Haoshan, Wang, Longhao, Quan, Yu, Zheng, Yufeng, Wang, Yingping | Land Use/Land Cover Classification | |
| Quantifying the Rate and Extent of Urbanization Effects on Vegetation Phenology in Mainland China | Qu, Yiming, Penuelas, Josep, Yu, Zhizhi, Zeng, Xiang, Zhang, Ye, He, Yanjin, Wu, Youtu, Wang, Jing | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Quantifying Uncertainty in Projections of Desertification in Central Asia Using Bayesian Networks | Liu, Jinping, Ren, Yanqun, He, Panxing, Xiao, Jianhua | Population Density, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Re-Intensification of Seafalling Tropical Cyclones | Tsui, Enoch Yan Lok, Toumi, Ralf | Land Use/Land Cover Classification | |
| Recent Widespread Deceleration of Global Surface Urban Heat Islands | Zhan, Wenfeng, Li, Long, Chakraborty, T. C., Hu, Leiqiu, Wang, Dazhong, Liao, Weilin, Wang, Shasha, Du, Huilin, Huang, Fan, Wang, Chunli, Liu, Zihan, Li, Manchun | Albedo, Anisotropy, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Aerosol Optical Depth/Thickness, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Radiative forcing reduced by early twenty-first century increase in land albedo | Hou, Zhengyang, Zhang, Liqiang, Peng, Jingjing, Forzieri, Giovanni, Jia, Aolin, Xiao, Zhiqiang, Qu, Ying, Lin, Jintai, Ji, Duoying, Zhu, Zidong, Yao, Xin, Peng, Shuwen, Zhao, Lanpu, Fan, Wenjie, Wu, Zhaocong, Geng, Hao, Wang, Qihao, Zhou, Chenghu, Liu, Suhong, Zhang, Liangpei | Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy, Albedo, Snow Cover | |
| Reconstruction of Daily MODIS 250-m Two-Band Enhanced Vegetation Index | Liu, Xinkai, Hao, Song, Li, Zhen, Wang, Yu, Chan, Ka Lok | Land Use/Land Cover Classification | |
| Research on the impact of land use and land cover changes on local meteorological conditions and surface ozone in the north China plain from 2001 to 2020. | Fang, Chunsheng, Li, Xinlong, Li, Juan, Tian, Jiaqi, Wang, Ju | Land Use/Land Cover Classification | |
| Remote Sensing-Based Phenology of Dryland Vegetation: Contributions and | Dutra, Andeise Cerqueira, Srivastava, Ankur, Ganem, Khalil Ali, Arai, Egidio, Huete, Alfredo, Shimabukuro, Yosio Edemir | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Use/Land Cover Classification, Plant Phenology, Plant Phenological Changes, Vegetation Index | |
| Remote Sensing Monitoring and Evaluation of Hydrology and Water Resources | Lu, Shanlong | Land Use/Land Cover Classification | |
| Representation of a two-way coupled irrigation system in the Common Land | Zhang, Shulei, Liang, Hongbin, Li, Fang, Lu, Xingjie, Dai, Yongjiu | Land Use/Land Cover Classification | |
| Rising worldwide challenges to climate-induced extreme low-production events of photovoltaic and wind power | Wang, Qianzhi, Liu, Kai, Wang, Ming, Zhang, Zhao, Chen, Hao, Liu, Lancui, Wu, Jinshan, Zheng, Heran | Land Use/Land Cover Classification | |
| Retrieval and Evaluation of Global Surface Albedo Based on AVHRR GAC | Li, Shaopeng, Xiao, Xiongxin, Neuhaus, Christoph, Wunderle, Stefan | Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness | |
| Responses of Terrestrial GPP to Extreme Compound Heatwave and Drought | Zhu, Jiawen, Guo, Haokun, Sun, Yankun | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Response of Vegetation Phenology to Seasonal Land Surface Temperature in the Beijing-Tianjin-Hebei Region under Urbanization Background | Zhang, Jinbing, Zhang, Pengyan, Liu, Zhenyue, Yang, Dan, Li, Mengyu | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Land Surface Temperature, Emissivity | |
| 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 |