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 |
|---|---|---|---|
| Monitoring spatio-temporal changes in land use, land cover, and NDVI using MODIS data in Ethiopia's Gambela region | Bojago, Elias, Tadila, Gemechu, Masha, Mamush | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Modification and Comparison of Two Urban Vegetation Models Over Southern | MadsenColford, Sabrina, Hutyra, Lucy, Smith, Ian, Wu, Dien, Arain, M. Altaf, Staebler, Ralf, Ma, William, RestrepoCoupe, Natalia, Wunch, Debra | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance, Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Anisotropy | |
| MODELING UPPER CITARUM WATERSHED HYDROLOGY USING SWAT+ AND GSMAP PRECIPITATION DATA | Nurhami, Anita | Land Use/Land Cover Classification | |
| Long-term global trends and influencing factors of surface urban cool and heat islands | Qiu, Ruihan, Zhan, Qingming, Tu, Shiqi | Land Use/Land Cover Classification | |
| Multi-layer retrieval of aerosol optical depth in the troposphere using | Pashayi, Maryam, Satari, Mehran, Momeni Shahraki, Mehdi | Land Use/Land Cover Classification | |
| MVeLMA: Multimodal Vegetation Loss Modeling Architecture for Predicting Post-fire Vegetation Loss | Ravi, Meenu, Sarkar, Shailik, Sun, Yanshen, Singh, Vaishnavi, Lu, Chang-Tien | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Multifactor Spatial Downscaling of Satellite Precipitation Based on Vegetation Index and Elevation | Zeng, Zhaozhao, Peleg, Nadav, Chen, Haonan, Zhuo, Li | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| MultiHorizon Active Layer Thickness Prediction Across CircumArctic Permafrost Regions Using Geospatial Machine Learning | Ahajjam, Aymane, Wilcox, Andrew, Soaper, Mary, Chance, Robert, Pasch, Timothy | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Monitoring the Impacts of Human Activities on Groundwater Storage Changes Using an Integrated Approach of Remote Sensing and Google Earth Engine | Chaleshtori, Sepide Aghaei, Aliabad, Omid Ghaffari, Fallatah, Ahmad, Faisal, Kamil, Shirali, Masoud, Saei, Mousa, Lacava, Teodosio | Land Use/Land Cover Classification | |
| Monitoring vegetation dynamics across land use types in Iran: | Behroozeh, Sepideh, Khoorani, Asadollah, Damaneh, Hadi Eskandari, Jokar Arsanjani, Jamal | Land Use/Land Cover Classification | |
| Multiscale analysis of existing actual evapotranspiration products over | Etchanchu, Jordi, Demarty, Jerome, Dezetter, Alain, Farhani, Nesrine, Thiam, Pape Biteye, Allies, Aubin, Bodian, Ansoumana, Boulet, Gilles, Chahinian, Nanee, Diop, Lamine, Mainassara, Ibrahim, Ndiaye, Pape Malick, Ollivier, Chloe, Olioso, Albert, Roupsard, Olivier | 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, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Land Use/Land Cover Classification | |
| Long-Term and Seasonal Drivers of Organic Matter in the Clearwater | Kurek, Martin R., Muniz, Rafael, Moura, Jose M. S., PeuckerEhrenbrink, Bernhard, Holmes, Robert M., McKenna, Amy M., Spencer, Robert G. M. | Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| Livestock production losses attributable to brucellosis in northern and | Mendes, Angelo J. F., Haydon, Daniel T., de Glanville, William A., Bodenham, Rebecca F., Lukambagire, AbdulHamid S., Johnson, Paul C. D., Shirima, Gabriel M., Cleaveland, Sarah, McIntosh, Emma, Hanley, Nick, Halliday, Jo E. B. | Land Use/Land Cover Classification | |
| Large-scale diurnal responses of solar-induced chlorophyll fluorescence | Zhao, Dayang, Zhang, Zhaoying, Zhang, Yongguang | Land Use/Land Cover Classification, Reflectance, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Machine learning data fusion for high spatio-temporal resolution | Porcheddu, Andrea, Kolehmainen, Ville, Lahivaara, Timo, Lipponen, Antti | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Land Cover Changes Redistribute China's Water Resources Through | An, Qiang, Liu, Liu, Staal, Arie, Yang, Kun, Cheng, Yongming, Liu, Jing, Huang, Guanhua | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Land Use/Land Cover Classification | |
| Land quality degradation exacerbates the impact of drought on vegetation in Northeast China | Gao, Shenghang, Huang, Shengzhi, Guo, Hui, Yan, Haokui, Zhang, Lin, Li, Yifei, Guo, Wenwen, Zhu, Xueying, Ling, Hongbo, Ma, Ling, Tao, Wanghai, Leng, Guoyong, Huang, Qiang | Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Late spring frost delays tree spring phenology by reducing | Wang, Jinmei, Hua, Hao, Guo, Jing, Huang, Xu, Zhang, Xin, Yang, Yuchuan, Wang, Danying, Guo, Xiali, Zhang, Rui, Smith, Nicholas G., Rossi, Sergio, Penuelas, Josep, Ciais, Philippe, Wu, Chaoyang, Chen, Lei | Land Use/Land Cover Classification | |
| Climate Change Is Altering Ecosystem Water Use Efficiency in | Green, Tristan, Salvucci, Guido, Friedl, Mark A. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Climate challenges in castor bean production: agroclimatic zoning and future prospects for sustainable biofuel | Torsoni, Guilherme Botega, Aparecido, Lucas Eduardo de Oliveira, Lorencone, Joao Antonio, Lorencone, Pedro Antonio, Rolim, Glauco de Souza | Land Use/Land Cover Classification | |
| Climate-Driven Shifts in Bat Distributions Reveal Functional | Liu, Yingying, Geng, Yang, Pan, Yushi, Zeng, Hao, Huang, Zhenglanyi, Taylor, Peter John, Jiang, Tinglei | Land Use/Land Cover Classification | |
| Climate change effects on submarine groundwater discharge and regional variations along the Korean Peninsula | Jung, Hahn Chul, Yoon, Yeosang | Land Use/Land Cover Classification | |
| Comparative analysis of long-term trends and climate sensitivity of spring phenology across forests, shrublands, and grasslands in the middlehigh latitudes of the ... | Zhang, Xiaoyong, Jia, Weiwei, Li, Yang, Luo, Ling, Atkinson, Peter | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Co-benefit of forestation on ozone air quality and carbon storage in South China | Liu, Zehui, Zhou, Mi, Li, Danyang, Song, Tao, Yue, Xu, Lu, Xiao, Zhao, Yuanhong, Zhang, Lin | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Cloud Mask Detection by Combining Active and Passive Remote Sensing Data | He, Chenxi, Wang, Zhitong, Lang, Qin, Feng, Lan, Zhang, Ming, Qin, Wenmin, Tao, Minghui, Wang, Yi, Wang, Lunche | Land Use/Land Cover Classification |