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 |
|---|---|---|---|
| Climatic and anthropogenic drivers of a drying Himalayan river | Penny, Gopal, Dar, Zubair A., Muller, Marc F. | Land Use/Land Cover Classification, Reflectance, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Changes in summer biogenic volatile organic compound emission and secondary organic aerosols over the 20012018 period over China: Roles of leaf biomass ... | Li, Jie, Han, Zhiwei, Wu, Jian, Wang, Qingeng, Li, Jiawei, Tao, Jun | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Changes in the spatial patterns of burned area in Colombia, what happened in the first two decades of the 21st century? | Armenteras, Dolors | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Changes in urbanization and urban heat island effect in Dhaka city | Uddin, A. S. M. Shanawaz, Khan, Najeebullah, Islam, Abu Reza Md. Towfiqul, Kamruzzaman, Mohammad, Shahid, Shamsuddin | Land Use/Land Cover Classification | |
| Changing Forest Fire Regime in Relation to Climatic Conditions over Western and Eastern Himalaya, India | Bar, Somnath, Parida, Bikash Ranjan, Pandey, Arvind Chandra, Panda, Santosh Kumar | Land Use/Land Cover Classification | |
| Cascading Delays in the Monsoon Rice Growing Season and Postmonsoon Agricultural Fires Likely Exacerbate Air Pollution in North India | Liu, T., Mickley, L. J., Patel, P. N., Gautam, R., Jain, M., Singh, S., BalwinderSingh, DeFries, R. S., Marlier, M. E. | Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Reflectance, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Changing Sensitivity of Diverse Tropical Biomes to Precipitation Consistent with the Expected Carbon Dioxide Fertilization Effect | Geremew, Tenaw, Gonsamo, Alemu, Zewdie, Worku, Pellikka, Petri | Land Use/Land Cover Classification | |
| Characterization of vegetation dynamics using MODIS satellite products over stone-mining dominated Rajmahal Hills in Jharkhand, India | Ranjan, Avinash Kumar, Gorai, Amit Kumar | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity | |
| Estimating Vegetation Greening Influences on Runoff Signatures Using a Logbased Weighted Ensemble Method | Huang, Qi, Zhang, Yongqiang, Ma, Ning, Post, David | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Albedo, Anisotropy | |
| Establishing and Optimizing the Ecological Security Pattern in Shaanxi | Li, Han, Zhang, Tian, Cao, Xiao-Shu, Zhang, Qian-Qian | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux | |
| Estimating hybridization in the wild using citizen science data: A path | Minor, Nicholas R., Dougherty, Paul J., Taylor, Scott A., Carling, Matthew D. | Land Use/Land Cover Classification | |
| Estimating NH<inf>3</inf> and PM<inf>2.5</inf> emissions from the Australia mega wildfires and the impact of plume transport on air quality in Australia and New Zealand | Akdemir, Ece Ari, Battye, William H., Myers, Casey Bray, Aneja, Viney P. | Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| More than a safety net: Ethiopia's flagship public works program increases tree cover | Hirvonen, Kalle, Machado, Elia A., Simons, Andrew M., Taraz, Vis | Boundaries, Population Estimates, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Multi-spatiotemporal heterogeneous legacy effects of climate on terrestrial vegetation dynamics in China | Lian, Xihong, Jiao, Limin, Liu, Zejin, Jia, Qiqi, Zhong, Jing, Fang, Miao, Wang, Weilin | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Nature-based climate solutions for expanding the global protected area network | Sreekar, Rachakonda, Zeng, Yiwen, Zheng, Qiming, Lamba, Aakash, Teo, Hoong Chen, Sarira, Tasya Vadya, Koh, Lian Pin | Land Use/Land Cover Classification | |
| New projections of 21st century climate and hydrology for Alaska and Hawaii | Mizukami, Naoki, Newman, Andrew J., Littell, Jeremy S., Giambelluca, Thomas W., Wood, Andrew W., Gutmann, Ethan D., Hamman, Joseph J., Gergel, Diana R., Nijssen, Bart, Clark, Martyn P., Arnold, Jeffrey R. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Iron Age plant subsistence in the Inner Congo Basin (DR Congo) | Neumann, Katharina, Eichhorn, Barbara, Wotzka, Hans-Peter | Land Use/Land Cover Classification | |
| Irrigation and warming drive the decreases in surface albedo over High Mountain Asia | Maina, Fadji Z., Kumar, Sujay V., Gangodagamage, Chandana | Reflectance, Albedo, Anisotropy, Land Use/Land Cover Classification, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Introduction to European rivers | Tockner, Klement, Tonolla, Diego, Bremerich, Vanessa, Jahnig, Sonja C., Robinson, Christopher T., Zarfl, Christiane | Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | |
| Instability of remote sensing based ecological index (RSEI) and its improvement for time series analysis | Zheng, Zihao, Wu, Zhifeng, Chen, Yingbiao, Guo, Cheng, Marinello, Francesco | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Integrated approach for spatial flood susceptibility assessment in Bhagirathi sub-basin, India using entropy information theory and geospatial technology | Rehman, Sufia, Hasan, Mohd. Sayeed Ul, Rai, Abhishek Kumar, Rahaman, Md. Hibjur, Avtar, Ram, Sajjad, Haroon | Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Model-driven estimation of closed and open shrublands live fuel moisture content | Lai, Gengke, Quan, Xingwen, Yebra, Marta, He, Binbin | Land Use/Land Cover Classification, Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Modeled Impacts of LULC and Climate Change Predictions on the Hydrologic Regime in Belize | Martin-Arias, Vanesa, Evans, Christine, Griffin, Robert, Cherrington, Emil A., Lee, Christine M., Mishra, Deepak R., Gomez, Nicole Auil, Rosado, Andria, Callejas, Ileana A., Jay, Jennifer A., Rosado, Samir | Land Use/Land Cover Classification | |
| Mapping Forest Stability within Major Biomes Using Canopy Indices | Shestakova, Tatiana A., Mackey, Brendan, Hugh, Sonia, Dean, Jackie, Kukavskaya, Elena A., Laflamme, Jocelyne, Shvetsov, Evgeny G., Rogers, Brendan M. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Madagascar's fire regimes challenge global assumptions about landscape degradation | Phelps, Leanne N., Andela, Niels, Gravey, Mathieu, Davis, Dylan S., Kull, Christian A., Douglass, Kristina, Lehmann, Caroline E. R. | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps |