N: 90 S: -90 E: 180 W: -180
Error message
The submitted value 10 in the Items element is not allowed.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
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Spring vegetation green-up dynamics in Central Europe based on 20-year long MODIS NDVI data | Kern, Aniko, Marjanovic, Hrvoje, Barcza, Zoltan | Land Use/Land Cover Classification, Reflectance | |
| Spatial and temporal distribution of biomass open burning emissions in the greater mekong subregion | Junpen, Agapol, Roemmontri, Jirataya, Boonman, Athipthep, Cheewaphongphan, Penwadee, Thao, Pham Thi Bich, Garivait, Savitri | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Simultaneously determining global sensitivities of model parameters and model structure | Mai, Juliane, Craig, James R., Tolson, Bryan A. | Land Use/Land Cover Classification | |
| Spatial pattern of agricultural productivity trends in Malawi | Mungai, Leah M., Messina, Joseph P., Snapp, Sieglinde | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Spatial Downscaling Disease Risk Using Random Forests Machine Learning | Griffin, Sean | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Spatial evaluation and assimilation of SMAP, SMOS, and ASCAT satellite soil moisture products over Africa using statistical techniques | Mousa, B. G., Shu, Hong | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Snow cover change and its relationship with land surface temperature and vegetation in northeastern North America from 2000 to 2017 | Thiebault, Kristen, Young, Stephen | Land Use/Land Cover Classification | |
| Snowmelt control on spring hydrology declines as the vernal window lengthens | Grogan, D S, Burakowski, E A, Contosta, A R | Land Use/Land Cover Classification | |
| Soil thawing regulates the spring growth onset in tundra and alpine biomes | Descals, Adria, Verger, Aleixandre, Filella, Iolanda, Baldocchi, Dennis, Janssens, Ivan A., Fu, Yongshuo H., Piao, Shilong, Peaucelle, Marc, Ciais, Philippe, Penuelas, Josep | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Spatiotemporal patterns and drivers of the surface urban heat island in 36 major cities in ChinaA comparison of two different methods for delineating rural areas | Niu, Lu, Tang, Ronglin, Jiang, Yazhen, Zhou, Xiaoming | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal patterns of evapotranspiration, gross primary productivity, and water use efficiency of cropland in agroecosystems and their relation to the water-saving project in the Shiyang River Basin of Northwestern China | Tian, Fei, Zhang, Yu | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux | |
| Spatio-Temporal Variation in AOD and Correlation Analysis with PAR and | Li, Xin, Liang, Hongyu, Cheng, Weiming | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Spatio-temporal vegetation dynamic and persistence under climatic and anthropogenic factors | Bashir, Barjeece, Cao, Chunxiang, Naeem, Shahid, Zamani Joharestani, Mehdi, Bo, Xie, Afzal, Huma, Jamal, Kashif, Mumtaz, Faisal | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal changes in forest loss and its linkage to burned areas in China | Wu, Zhiwei, Yan, Saijia, He, Lei, Shan, Yanlong | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Tidal wetland gross primary production across the continental United States, 20002019 | Feagin, R. A., Forbrich, I., Huff, T. P., Barr, J. G., RuizPlancarte, J., Fuentes, J. D., Najjar, R. G., Vargas, R., VazquezLule, A., WindhamMyers, L., Kroeger, K. D., Ward, E. J., Moore, G. W., Leclerc, M., Krauss, K. W., Stagg, C. L., Alber, M., Knox, S. H., Schafer, K. V. R., Bianchi, T. S., Hutchings, J. A., Nahrawi, H., Noormets, A., Mitra, B., Jaimes, A., Hinson, A. L., Bergamaschi, B., King, J. S., Miao, G. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Using MODIS data to analyse the ecosystem water use efficiency spatial-temporal variations across Central Asia from 2000 to 2014 | Zou, Jie, Ding, Jianli, Welp, Martin, Huang, Shuai, Liu, Bohua | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux | |
| Using prophet forecasting model to characterize the temporal variations of historical and future surface urban heat island in China | Li, Long, Zha, Yong, Zhang, Jiahua, Li, Yunmei, Lyu, Heng | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Validation and inter-comparison of the FY-3B/MERSI LAI product with | Zhang, X.R., Zhu, L., Sun, H.F., Chu, S.S. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Weakly supervised semantic segmentation in the 2020 IEEE GRSS Data Fusion Contest | Robinson, Caleb, Malkin, Kolya, Hu, Lucas, Dilkina, Bistra, Jojic, Nebojsa | Land Use/Land Cover Classification | |
| Trends and Non-Stationarity in Groundwater Level Changes in Rapidly | Mohanavelu, Aadhityaa, Kasiviswanathan, K. S., Mohanasundaram, S., Ilampooranan, Idhayachandhiran, He, Jianxun, Pingale, Santosh M., Soundharajan, B.-S., Diwan Mohaideen, M. M. | Land Use/Land Cover Classification | |
| Crop climate suitability mapping on the cloud: A geovisualization application for sustainable agriculture | Peter, Brad G., Messina, Joseph P., Lin, Zihan, Snapp, Sieglinde S. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Crop residue burning practices across north India inferred from household survey dataBridging gaps in satellite observations | Liu, Tianjia, Mickley, Loretta J., Singh, Sukhwinder, Jain, Meha, DeFries, Ruth S., Marlier, Miriam E. | Reflectance, Land Surface Temperature, Fire Occurrence, Surface Thermal Properties, THERMAL ANOMALIES, Land Use/Land Cover Classification | |
| Cropland carbon uptake delayed and reduced by 2019 Midwest floods | Yin, Yi, Byrne, Brendan, Liu, Junjie, Wennberg, Paul O., Davis, Kenneth J., Magney, Troy, Kohler, Philipp, He, Liyin, Jeyaram, Rupesh, Humphrey, Vincent, Gerken, Tobias, Feng, Sha, Digangi, Joshua P., Frankenberg, Christian | Land Use/Land Cover Classification, Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Atmospheric Carbon Dioxide, Methane, Atmospheric Carbon Monoxide, Atmospheric Ozone, Solar Induced Fluorescence | |
| Current and future patterns of forest fire occurrence in China | Wu, Zhiwei, He, Hong S., Keane, Robert E., Zhu, Zhiliang, Wang, Yeqiao, Shan, Yanlong | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Diagnosing spatial biases and uncertainties in global fire emissions inventoriesIndonesia as regional case study | Liu, Tianjia, Mickley, Loretta J., Marlier, Miriam E., DeFries, Ruth S., Khan, Md Firoz, Latif, Mohd Talib, Karambelas, Alexandra | Land Surface Temperature, Fire Occurrence, Surface Thermal Properties, THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires, Reflectance, Land Use/Land Cover Classification, Burned Area |