N: 90 S: -90 E: 180 W: -180
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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 |
|---|---|---|---|
| An evaluation of satellite dust-detection algorithms in the Middle East region | Bin Abdulwahed, Abdullah, Dash, Jadunandan, Roberts, Gareth | Land Use/Land Cover Classification | |
| An integrated land cover mapping method suitable for low-accuracy areas in global land cover maps | Zeng, Tian, Wang, Lei, Zhang, Zengxiang, Wen, Qingke, Wang, Xiao, Yu, Le | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| An effective similar-pixel reconstruction of the high-frequency cloud-covered areas of Southwest China | Yu, Wenping, Tan, Junlei, Ma, Mingguo, Li, Xiaolu, She, Xiaojun, Song, Zengjing | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| An Empirical Assessment of the MODIS Land Cover Dynamics and TIMESAT | Stanimirova, Radost, Cai, Zhanzhang, Melaas, Eli K., Gray, Josh M., Eklundh, Lars, Jonsson, Per, Friedl, Mark A. | Land Use/Land Cover Classification, Reflectance, Anisotropy, Albedo | |
| Annual and seasonal variations in gross primary productivity across the agro-climatic regions in India | Varghese, Roma, Behera, M. D. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Assessing inconsistency in global land cover products and synthesis of studies on land use and land cover dynamics during 2001 to 2017 in the southeastern region ... | Islam, Shahidul, Zhang, Miao, Yang, Hong, Ma, Mingguo | Land Use/Land Cover Classification | |
| Aridity change and its correlation with greening over drylands | He, Bin, Wang, Shuren, Guo, Lanlan, Wu, Xiuchen | Land Use/Land Cover Classification | |
| An improved surface soil moisture downscaling approach over cloudy areas based on geographically weighted regression | Song, Peilin, Huang, Jingfeng, Mansaray, Lamin R. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Analyzing the effects of temporal resolution and classification confidence for modeling land cover change with long short-term memory networks | van Duynhoven, Alysha, Dragicevic, Suzana | Land Use/Land Cover Classification | |
| Balancing prediction accuracy and generalization abilityA hybrid framework for modelling the annual dynamics of satellite-derived land surface temperatures | Liu, Zihan, Zhan, Wenfeng, Lai, Jiameng, Hong, Falu, Quan, Jinling, Bechtel, Benjamin, Huang, Fan, Zou, Zhaoxu | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy | |
| Chlorophyll content estimation in an open-canopy conifer forest with Sentinel-2A and hyperspectral imagery in the context of forest decline | Zarco-Tejada, P.J., Hornero, A., Beck, P.S.A., Kattenborn, T., Kempeneers, P., Hernandez-Clemente, R. | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Characterization and trends of fine particulate matter (PM2.5) fire emissions in the Brazilian Cerrado during 2002-2017 | Mataveli, Guilherme Augusto Verola, Silva, Maria Elisa Siqueira, Franca, Daniela de Azeredo, Brunsell, Nathaniel Alan, de Oliveira, Gabriel, Cardozo, Francielle da Silva, Bertani, Gabriel, Pereira, Gabriel | Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| Clarifying the role of radiative mechanisms in the spatio-temporal changes of land surface temperature across the Horn of Africa | Abera, Temesgen Alemayehu, Heiskanen, Janne, Pellikka, Petri, Rautiainen, Miina, Maeda, Eduardo Eiji | Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature, Evapotranspiration, Latent Heat Flux | |
| Characterizing global forest canopy cover distribution using spaceborne lidar | Tang, Hao, Armston, John, Hancock, Steven, Marselis, Suzanne, Goetz, Scott, Dubayah, Ralph | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Bias Correction of High-Resolution Regional Climate Model Precipitation | Bannister, Daniel, Orr, Andrew, Jain, Sanjay K., Holman, Ian P., Momblanch, Andrea, Phillips, Tony, Adeloye, Adebayo J., Snapir, Boris, Waine, Toby W., Hosking, J. Scott, AllenSader, Clare | Land Use/Land Cover Classification | |
| Biomass-burning smoke heights over the Amazon observed from space | Gonzalez-Alonso, Laura, Val Martin, Maria, Kahn, Ralph A. | Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Photosynthesis, Primary Production | |
| Cambios de usos de suelo y vegetacion en la comunidad agraria Kashaama, Anzoategui, Venezuela2001-2013 | Olivares-Campos, Barlin Orlando, Lopez-Beltran, Miguel Armando, Lobo-Lujan, Deyanira | Land Use/Land Cover Classification | |
| Automatic land-cover mapping using Landsat time-series data based on Google Earth Engine | Xie, Shuai, Liu, Liangyun, Zhang, Xiao, Yang, Jiangning, Chen, Xidong, Gao, Yuan | Land Use/Land Cover Classification, Reflectance, Anisotropy | |
| Forest degradation assessment based on trend analysis of MODIS-leaf area indexA case study in Mexico | Reygadas, Yunuen, Jensen, Jennifer L. R., Moisen, Gretchen G. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Forest phenology dynamics to climate change and topography in a geographic and climate transition zoneThe Qinling mountains in Central China | Xia, Haoming, Qin, Yaochen, Feng, Gary, Meng, Qingmin, Cui, Yaoping, Song, Hongquan, Ouyang, Ying, Liu, Gangjun | Land Use/Land Cover Classification, Reflectance | |
| Fusing MODIS and OLI images: evaluating applications to winterwheat mapping | Qi, Yanbing, Wang, Yinyin | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland | |
| Exploring SMAP and OCO-2 observations to monitor soil moisture control on photosynthetic activity of global drylands and croplands | Gonsamo, Alemu, Chen, Jing M., He, Liming, Sun, Ying, Rogers, Cheryl, Liu, Jane | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Evaluation of MOD16 algorithm over irrigated rice paddy using flux tower measurements in southern Brazil | Souza, Vanessa de Arruda, Roberti, Debora Regina, Ruhoff, Anderson Luis, Zimmer, Tamires, Adamatti, Daniela Santini, Goncalves, Luis Gustavo G. de, Diaz, Marcelo Bortoluzzi, Alves, Rita de Cassia Marques, Moraes, Osvaldo L. L. de | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux | |
| Gap filling of highresolution soil moisture for SMAP/sentinel1: a twolayer machine learningbased framework | Mao, Hanzi, Kathuria, Dhruva, Duffield, Nick, Mohanty, Binayak P. | Soil Moisture/Water Content, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, SIGMA NAUGHT, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| GCN250, new global gridded curve numbers for hydrologic modeling and design | Jaafar, Hadi H., Ahmad, Farah A., El Beyrouthy, Naji | 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 |