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 |
|---|---|---|---|
| An ecological history of the relict genetic lineage of Arabidopsis thaliana | Toledo, Bernardo, Marcer, Arnald, Mendez-Vigo, Belen, Alonso-Blanco, Carlos, Pico, F. Xavier | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| A simple approach for mapping forest cover from time series of satellite data | Liu, Yang, Liu, Ronggao | Land Use/Land Cover Classification, Reflectance | |
| A time series of land cover maps of South Asia from 2001 to 2015 generated using AVHRR GIMMS NDVI3g data | Ali, Shahzad, Henchiri, Malak, Sha, Zhang, Wilson, Kalisa, Yun, Bai, Yao, Fengmei, Zhang, Jiahua | Land Use/Land Cover Classification | |
| A multiyear gridded data ensemble of surface biogenic carbon fluxes for North America: Evaluation and analysis of results | Zhou, Yu, Williams, Christopher A., Lauvaux, Thomas, Davis, Kenneth J., Feng, Sha, Baker, Ian, Denning, Scott, Wei, Yaxing | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff, Primary Production, Land Use/Land Cover Classification, Carbon, Soil Ph, Cation Exchange Capacity, Soil Bulk Density, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Ecosystems, Afforestation/Reforestation, Forests | |
| A reporting framework for Sustainable Development Goal 15: Multi-scale monitoring of forest degradation using MODIS, Landsat and Sentinel data | Mondal, Pinki, McDermid, Sonali Shukla, Qadir, Abdul | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| A Place-Based Approach to Agricultural Nonmaterial Intangible Cultural | Petway, Joy R., Lin, Yu-Pin, Wunderlich, Rainer F. | Land Use/Land Cover Classification | |
| A Nonparametric Statistical Technique for Spatial Downscaling of | Mei, Yiwen, Maggioni, Viviana, Houser, Paul, Xue, Yuan, Rouf, Tasnuva | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | |
| A Penman-Monteith evapotranspiration model with bulk surface conductance derived from remotely sensed spatial contextual information | Shekar N C, Sanjay, Nandagiri, Lakshman | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity | |
| A regional assessment of land-based carbon mitigation potentialsBioenergy, BECCS, reforestation, and forest management | Krause, Andreas, Knoke, Thomas, Rammig, Anja | Land Use/Land Cover Classification | |
| A gridded inventory of anthropogenic methane emissions from Mexico based on Mexico's national inventory of greenhouse gases and compounds | Scarpelli, Tia R, Jacob, Daniel J, Octaviano Villasana, Claudia A, Ramirez Hernandez, Irma F, Cardenas Moreno, Paulina R, Cortes Alfaro, Eunice A, Garcia Garcia, Miguel A, Zavala-Araiza, Daniel | Land Use/Land Cover Classification | |
| A multi-year and high-resolution inventory of biomass burning emissions in tropical continents from 2001-2017 based on satellite observations | Shi, Yusheng, Zang, Shuying, Matsunaga, Tsuneo, Yamaguchi, Yasushi | 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 | |
| A global empirical re-assessment of the Environmental Kuznets curve for | Caravaggio, Nicola | Land Use/Land Cover Classification | |
| Analysis of multifractal and organization/order structure in Suomi-NPP VIIRS normalized difference vegetation index series of wildfire affected and unaffected sites by ... | Ba, Rui, Song, Weiguo, Lovallo, Michele, Lo, Siuming, Telesca, Luciano | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Analysis of response and recovery of vegetation to forest fire | Gong, A., Li, J., Yang, Y., Chen, Y., Zeng, T., Wu, J., Li, J., Chen, Y., Tang, H., Yue, J. | Land Use/Land Cover Classification | |
| Analysis of drought impact on croplands from global to regional scaleA remote sensing approach | Ghazaryan, Gohar, Konig, Simon, Rezaei, Ehsan, Siebert, Stefan, Dubovyk, Olena | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux | |
| Application of aerosol classification methods based on AERONET version 3 product over eastern Mediterranean and Black Sea | Ozdemir, Esra, Tuna Tuygun, Gizem, Elbir, Tolga | 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), Land Use/Land Cover Classification | |
| Forecasting spatio-temporal dynamics on the land surface using earth observation dataA review | Koehler, Jonas, Kuenzer, Claudia | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux | |
| Geomatics to analyse land transformation in mozambiquethe nacala corridor case study | Pollino, Maurizio, Cavallini, Annalisa, Caiaffa, Emanuela, Borfecchia, Flavio, De Cecco, Luigi | Land Use/Land Cover Classification | |
| GIS- and MCD-based suitability assessment for optimized location of solid waste landfills in Dar es Salaam, Tanzania | Kazuva, Emmanuel, Zhang, Jiquan, Tong, Zhijun, Liu, Xing-Peng, Memon, Shumaila, Mhache, Emmanuel | Land Use/Land Cover Classification | |
| Global trends in evapotranspiration dominated by increases across large cropland regions | Javadian, Mostafa, Behrangi, Ali, Smith, William Kolby, Fisher, Joshua B. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Global rules for translating land-use change (LUH2) to land-cover change for CMIP6 using GLM2 | Ma, Lei, Hurtt, George C., Chini, Louise P., Sahajpal, Ritvik, Pongratz, Julia, Frolking, Steve, Stehfest, Elke, Klein Goldewijk, Kees, O'Leary, Donal, Doelman, Jonathan C. | Land Use/Land Cover Classification | |
| Global food system emissions could preclude achieving the 1.5 degrees | Clark, Michael A., Domingo, Nina G. G., Colgan, Kimberly, Thakrar, Sumil K., Tilman, David, Lynch, John, Azevedo, Ines L., Hill, Jason D. | Land Use/Land Cover Classification | |
| Exploring diurnal cycles of surface urban heat island intensity in Boston with land surface temperature data derived from GOES-R geostationary satellites | Chang, Yue, Xiao, Jingfeng, Li, Xuxiang, Frolking, Steve, Zhou, Decheng, Schneider, Annemarie, Weng, Qihao, Yu, Peng, Wang, Xufeng, Li, Xing, Liu, Shuguang, Wu, Yiping | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Exploring the use of DSCOVR/EPIC satellite observations to monitor vegetation phenology | Weber, Maridee, Hao, Dalei, Asrar, Ghassem R., Zhou, Yuyu, Li, Xuecao, Chen, Min | Land Use/Land Cover Classification | |
| Harmonized global maps of above and belowground biomass carbon density in the year 2010 | Spawn, Seth A., Sullivan, Clare C., Lark, Tyler J., Gibbs, Holly K. | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Biomass, Forests, Grasslands, Alpine/Tundra, Vegetation Index |