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
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Fires reverse progress toward ozone air quality standards in the United States | Deng, Weizhi, Wang, Jun, Zhou, Meng, Chen, Xi, Wu, Xiaodong, Zhang, Huanxin, Cohen, Jason B., Wei, Jing, da Silva, Arlindo, Brasseur, Guy P., Granier, Claire, Rouil, Laurence | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| First prototype maps of Southeast Asia's tropical tree cover (4.77 m, annual, 201621) using next-gen Earth observation | Yang, Feng, Zeng, Zhenzhong | Land Use/Land Cover Classification | |
| Food Web Similarity Increases With Productivity Similarity at a | Finneran, Ann E., Uribe, Cesar A., Hung, Kai M., Hsieh, Chia, Wuensch, Matthew A., McCary, Matthew A., Beaudrot, Lydia | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Global land rush concentrates potential zoonotic spillover risk in the tropics | Liao, Chuan, Shin, Seongmin, Rohrbaugh, Katie, Pradhan, Nabin, Ludwig, Elizabeth, Xu, Zhenci, Ruiz-Aravena, Manuel, Zhou, Shuai, Agrawal, Arun | Land Use/Land Cover Classification | |
| GloCAB: the first global cropland burned area product at 0.25 degrees resolution from 2002 to 2020 | Hall, Joanne V., Argueta, Fernanda, Giglio, Louis | Land Use/Land Cover Classification | |
| Harnessing Satellite Synergy and Machine Learning Model Towards Sustainable Biomass Monitoring in Agro-Ecological Region | Shah, Suraj V., Singh, T.P., Saini, Jatinderkumar R. | Land Use/Land Cover Classification, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Biomass, Forests, Grasslands, Alpine/Tundra | |
| Humaninduced evapotranspiration in Indian subcontinental river basins | Kushwaha, Anuj Prakash, Mishra, Vimal | Land Use/Land Cover Classification | |
| Hydroclimatic Controls on Flash Drought Development in Northeast Asia: | Kang, Minsun, Lee, Seulchan, Kim, Daeha, Choi, Minha | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Comparative analysis of JRA-3Q and JRA-55 reanalysis datasets as forcing | Wei, Zixin, Bai, Fan, Wei, Zhongwang, Dai, Yongjiu | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Comparing modeled and measured carbon dioxide data at five canadian peatlands revealed highly variable non-growing season fluxes | Hettinga, E. Kathryn, Rezanezhad, Fereidoun, Persaud, Bhaleka D., Slowinski, Stephanie, Strack, Maria, Liu, Haojie, Lennartz, Bernd, Humphreys, Elyn, Wu, Jianghua, Skeeter, June, Knox, Sara H., Alcock, Haley, Sonnentag, Oliver, Detto, Matteo, Van Cappellen, Philippe | Land Use/Land Cover Classification, Fire Occurrence, Land Surface Temperature, THERMAL ANOMALIES, Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC) | |
| Cross-Attention-Based Spatiotemporal Learning Network for Generating | Xu, Xiaoke, Lin, Liupeng, Gu, Chunlei, Jing, Yinghong, Li, Xinghua | Land Use/Land Cover Classification, Surface Soil Moisture | |
| An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024 | Xing, Zanpin, Li, Xiaojun, Frappart, Frederic, De Lannoy, Gabrielle, Jagdhuber, Thomas, Peng, Jian, Fan, Lei, Ma, Hongliang, Karthikeyan, Lanka, Liu, Xiangzhuo, Wang, Mengjia, Zhao, Lin, Liu, Yongqin, Wigneron, Jean-Pierre | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture | |
| Anthropogenic landscapes and vector-borne disease dynamics: Unveiling the complex interplay between Human Footprint and disease transmission in Colombia | Gutierrez, Juan D., Quintero-Garcia, Wendy L., Xiao, Yanyu, Miller, F. DeWolfe, Cuadros, Diego F. | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Carbon dioxide removals by tropical moist forests offset most land-use emissions across 18 Afrotropical countries | Verbiest, William W. M., Bauters, Marijn, Lewis, Simon L., Meunier, Felicien, Smallman, Luke T., Ciais, Philippe, Bastin, Jean-Francois, Regnier, Pierre, Fayolle, Adeline, Gorel, Anais, Makana, Jean-Remy, Ewango, Corneille E. N., van der Woude, Auke, Feng, Liang, Jiang, Fei, Palmer, Paul I., Luijkx, Ingrid T., Ilondea, Bhely Angoboy, Ngomanda, Alfred, Toirambe, Benjamin, Feng, Yu, Hubau, Wannes | Land Use/Land Cover Classification | |
| Assessment of actual evapotranspiration product accuracy using NDVI and | Hosseinzadeh, Ahmad, Zand-Parsa, Shahrokh | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Detecting alien species hotspots using stacked machine learning-based species distribution models: current trend and future projections under climate change | Halmy, Marwa Waseem A. | Land Use/Land Cover Classification | |
| Differences in Phenological Estimation From Multi-Vegetation Indices | Yu, Qinyue, Bai, Yan, Wang, Juanle | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Differential Effects of Soil Moisture and Air Temperature on Vegetation | Si, Yajun, Yu, Junpo, Li, Geng, Carrera, Jesus, Jin, Jiming, Bai, Haihua | 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, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Divergent mechanisms regulating freezing rain-induced spring phenology | Zhang, Yating, Chen, Jinghua, Wang, Shaoqiang, Wang, Miaomiao, Zhao, Ziqi, Zhou, Zehan, Deng, Zhuoying, Peng, Haoyu, Ma, Jiageng, Wang, Xueqing, Xiao, Yuhan | Land Use/Land Cover Classification, Reflectance | |
| Diverse connections between climate extremes and agricultural loss across the Southern Slopes of the Himalayas | Wu, Jiujiang, Shen, Hongzheng, Yin, Gaofei, Xie, Xinyao, Zhang, Qianggong, Shrestha, Sravan, Wang, Nan, Yang, Yanqing, Zhao, Wei | Land Use/Land Cover Classification, Reflectance, Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity | |
| Identifying vegetation dynamics and their drivers in China's oases using | Gu, Lailei, Lu, Siyu, Gu, Xiufen | Land Use/Land Cover Classification | |
| Spatio-temporal Assessment of Soil Erosion in Assam using RUSLEGIS and Climate Change Projections under RCP 4.5 | Kumar, Ujjwal, Yadav, Maneesh, Jakhwal, Preeti, Sonawane, Deepti, Sharma, Vijay Kumar, Arunachalam, Ayyandar | Land Use/Land Cover Classification | |
| Spatiotemporal Patterns of Vegetation Greenness Dynamics Across India (2001-2023): A Harmonic Analysis of MODIS NDVI Time Series | Shah, Satyam | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatiotemporal trends of land surface temperature and surface urban heat | Mirza, Shahid, Bhawar, Rohini Lakshman, Patil, Sunil R. | Land Use/Land Cover Classification | |
| Spectral albedo, vegetation greenness, and radiative forcing responses | Li, Shaopeng, Trigo, Isabel Franco, Xiao, Xiongxin, Wunderle, Stefan | Land Use/Land Cover Classification |