N: 90 S: -90 E: 180 W: -180
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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 |
|---|---|---|---|
| Photovoltaic installations are extensively deployed in areas at risk of extremely low production | Wang, Qianzhi, Liu, Kai, Xie, Wei, Ali, Tariq, Wu, Jinshan, Wang, Ming | Land Use/Land Cover Classification | |
| Predicting the Invasion Range of the Common Myna, <i>Acridotheres | Orabi, Gamal M., Semida, Fayez M., Medany, Doaa M., Issa, Mohamed A., Ragab, Sanad H., Kamel, Mohamed | Population Density, Land Use/Land Cover Classification | |
| Predicting the Potential Distribution of a Rodent Pest, Brown Rat | Kunwar, Binod, Baral, Suraj, Jeong, YoungHun, Park, SeonMi, Choi, SungHwan, Oh, HongShik | Land Use/Land Cover Classification | |
| Post-process correction improves the accuracy of satellite PM retrievals | Porcheddu, Andrea, Kolehmainen, Ville, Lahivaara, Timo, Lipponen, Antti | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Potential impact of precipitation temporal structure on meteorological | Lu, Houliang, Qiu, Jun, Hu, Bill X., Li, Fangfang | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Predicting conservation priority areas in Borneo for the critically endangered helmeted hornbill (Rhinoplax vigil) | Hatten, C.E.R., Hadiprakarsa, Y.Y., Lee, C.K.F., Jain, A., Kaur, R., Miller, A., Cheema, S., Au, N.J., Khalid, S., Dingle, C. | Land Use/Land Cover Classification, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland | |
| Prenatal exposure to particulate matter and infant birth outcomes: | Jahanshahi, Babak, Johnston, Brian, McGovern, Mark E., McVicar, Duncan, OReilly, Dermot, Rowland, Neil, Vlachos, Stavros | Land Use/Land Cover Classification | |
| Mapping forest cover and change as continuous variables is essential to advance consistency across forest monitoring products | Gutierrez-Velez, Victor Hugo, Rodriguez-Escobar, Jeronimo, Mejia, Angela, Espejo, Javier, Anaya, Jesus A., Blair, Mary E. | Land Use/Land Cover Classification, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | |
| Optimizing malaria vector control in the Greater Mekong Subregion: a systematic review and mathematical modelling study to identify desirable intervention ... | Wang, Yuqian, Chitnis, Nakul, Fairbanks, Emma L. | Land Use/Land Cover Classification | |
| On the importance of plant phenology in the evaporative process of a semi-arid woodland: could it be why satellite-based evaporation estimates in the ... | Zimba, Henry M., Coenders-Gerrits, Miriam, Banda, Kawawa E., Hulsman, Petra, van de Giesen, Nick, Nyambe, Imasiku A., Savenije, Hubert H. G. | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Nonuniform response of vegetation phenology to daytime and nighttime warming in urban areas | Kim, JiHyun, Sohn, Soyoung, Wang, Zhuosen, Kim, Yeonjoo | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Non-negligible clear-sky biases of satellite thermal infrared observations for analyzing surface urban heat island intensity: A case study in China | Ma, Jin, Zhou, Ji, Zhang, Tao, Tang, Wenbin, Liao, Yangsiyu, Yang, Miao | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Albedo, Anisotropy, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Air Temperature, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Land Use/Land Cover Classification | |
| Numerical Weather Forecast and Multi-Meteorological Data Fusion Based on Artificial Intelligence | Yang, Yuanjian, Wang, Shuai, Zheng, Wenjian, Zhou, Shaohui, Duan, Zexia, Wang, Mengya | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity | |
| Near-source dispersion and coagulation parameterization: Application to biomass burning emissions | Sarkar, Tanmay, Kapoor, Taveen Singh, Mayya, Y.S., Venkataraman, Chandra, Anand, S. | Land Use/Land Cover Classification | |
| NearTerm Forecasting of Terrestrial Mobile Species Distributions for Adaptive Management Under Extreme Weather Events | Dobson, Rachel, Willis, Stephen G., Jennings, Stewart, Cheke, Robert A., Challinor, Andrew J., Dallimer, Martin | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology | |
| Negative Asymmetric Response of Pantropical Gross Primary Productivity | Fan, Lei, Dong, Guanyu, Ciais, Philippe, Xiao, Xiangming, Xiao, Jingfeng, Chen, Xiuzhi, Luo, Yiqi, Niu, Shuli, Jiang, Fei, Frappart, Frederic, Wigneron, JeanPierre, Li, Xing, Cui, Tianxiang, Pan, Li, Fensholt, Rasmus | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Minimizing uncertainties in climate projections and water budget reveals | Adeyeri, Oluwafemi E., Zhou, Wen, Ndehedehe, Christopher E., Wang, Xuan, Ishola, Kazeem A., Laux, Patrick | Land Use/Land Cover Classification | |
| Modeling canopy water content in the assessment for rainfall induced surface and groundwater nitrate contamination: The Bilate cropland sub watershed | Assa, Bereket Geberselassie, Bhowmick, Anirudh, Cholo, Bisrat Elias | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Modeling drivers of satellite-derived net primary productivity: inclusion of non-vegetated areas can be potential source of error | Buba, Toma | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Modelling spatial patterns of forest fire occurrence in the Northwestern region of Vietnam | Pham Thanh, Trang, Chu, Thuan, Tran Quang, Bao | Land Use/Land Cover Classification | |
| Modelling vegetation phenology at six field stations within the US Great Plains: constructing a 38-year timeseries of GCC, VCI, NDVI, and EVI2 using PhenoCam ... | Burke, Morgen W. V., Rundquist, Bradley C., Caparo Bellido, Anai | Land Use/Land Cover Classification | |
| Modern pollen-vegetation coverage relationships and its application for Holocene vegetation reconstructions in the central Tianshan Mountains | Li, Xueyin, Sun, Aizhi, Yang, Yunpeng, Zhang, Dongliang, Wu, Shuangshuang | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Modeling wildland fire burn severity in California using a spatial Super Learner approach | Simafranca, Nicholas, Willoughby, Bryant, ONeil, Erin, Farr, Sophie, Reich, Brian J., Giertych, Naomi, Johnson, Margaret C., Pascolini-Campbell, Madeleine A. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Land Use/Land Cover Classification, Evapotranspiration, Land Surface Temperature, Emissivity, Potential Evapotranspiration, Plant Characteristics | |
| Monitoring forest cover and land use change in the Congo Basin under IPCC climate change scenarios | Yuh, Yisa Ginath, NGoran, Kouame Paul, Kross, Angela, Heurich, Marco, Matthews, H. Damon, Turner, Sarah E. | Land Use/Land Cover Classification | |
| Modelling Soil <SUP>13</SUP>C across the Tibetan Plateau Using | Zhou, T., College of Earth Science, Chengdu University of Technology, Chengdu 610059, China, Lai, Y. S., Yang, Z. H., Shi, Y. H., Luo, X. R., Liu, L., Yu, P., Chen, G., Cao, L. X., Fan, S. H., Cai, C. J., Sun, J., Chen, S. H., Lu, H. Y., Ma, X. L., Li, S. D., Tang, X. L. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation, Land Surface Temperature, Emissivity, Land Use/Land Cover Classification |