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 |
|---|---|---|---|
| More than one quarter of Africa's tree cover is found outside areas previously classified as forest | Reiner, Florian, Brandt, Martin, Tong, Xiaoye, Skole, David, Kariryaa, Ankit, Ciais, Philippe, Davies, Andrew, Hiernaux, Pierre, Chave, Jerome, Mugabowindekwe, Maurice, Igel, Christian, Oehmcke, Stefan, Gieseke, Fabian, Li, Sizhuo, Liu, Siyu, Saatchi, Sassan, Boucher, Peter, Singh, Jenia, Taugourdeau, Simon, Dendoncker, Morgane, Song, Xiao-Peng, Mertz, Ole, Tucker, Compton J., Fensholt, Rasmus | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Machine learning-based prediction of sand and dust storm sources in arid | Wang, Wei, Samat, Alim, Abuduwaili, Jilili, De Maeyer, Philippe, Van de Voorde, Tim | Land Use/Land Cover Classification | |
| Land cover and management effects on ecosystem resistance to drought stress | Xiao, Chenwei, Zaehle, Sonke, Yang, Hui, Wigneron, Jean-Pierre, Schmullius, Christiane, Bastos, Ana | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Land Surface Greening and CO2 Fertilization More than Offset the Gross | Wu, Qiaoli, Wang, Xinyao, Chen, Shaoyuan, Wang, Li, Jiang, Jie | Land Use/Land Cover Classification | |
| Land surface phenology indicators retrieved across diverse ecosystems | Xie, Qiaoyun, Moore, Caitlin E., Cleverly, Jamie, Hall, Christopher C., Ding, Yanling, Ma, Xuanlong, Leigh, Andy, Huete, Alfredo | Land Use/Land Cover Classification | |
| Land use and cover in subtropical East Asia and Southeast Asia from 1700 to 2018 | Mao, Fangjie, Li, Xuejian, Zhou, Guomo, Huang, Zihao, Xu, Yanxing, Chen, Qi, Yan, Mengjie, Sun, Jiaqian, Xu, Cenheng, Du, Huaqiang | Land Use/Land Cover Classification | |
| Lightning-Ignited Wildfires beyond the Polar Circle | Kharuk, Viacheslav I., Dvinskaya, Maria L., Golyukov, Alexey S., Im, Sergei T., Stalmak, Anastasia V. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| Climate sensitivity of the summer runoff of two glacierised Himalayan catchments with contrasting climate | Laha, Sourav, Banerjee, Argha, Singh, Ajit, Sharma, Parmanand, Thamban, Meloth | Land Use/Land Cover Classification | |
| Clarifying Relationship between PM2. 5 Concentrations and Spatiotemporal Predictors Using Multi-Way Partial Dependence Plots | Shi, Haoze, Yang, Naisen, Yang, Xin, Tang, Hong | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Changing cropland in changing climates: quantifying two decades of | Kennedy, Jennifer, Hurtt, George C, Liang, Xin-Zhong, Chini, Louise, Ma, Lei | Land Use/Land Cover Classification | |
| Coherency and phase delay analyses between land cover and climate across Italy via the least-squares wavelet software | Ghaderpour, Ebrahim, Mazzanti, Paolo, Mugnozza, Gabriele Scarascia, Bozzano, Francesca | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow | |
| Which factors determine the invasion of plant species? Machine learning based habitat modelling integrating environmental factors and climate scenarios | Sittaro, Fabian, Hutengs, Christopher, Vohland, Michael | Land Use/Land Cover Classification, Reflectance | |
| Using remote sensing for sustainable forest management in developing countries | Nandasena, W. D. K. V., Brabyn, Lars, Serrao-Neumann, Silvia | Land Use/Land Cover Classification | |
| Using Satellite Data to Characterize Land Surface Processes in Morocco | Thaiki, Mohammed, Bounoua, Lahouari, Cherkaoui Dekkaki, Hinde | Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Widespread synchronous decline of Mediterranean-type forest driven by accelerated aridity | Miranda, Alejandro, Syphard, Alexandra D., Berdugo, Miguel, Carrasco, Jaime, Gomez-Gonzalez, Susana, Ovalle, Juan F., Delpiano, Cristian A., Vargas, Solange, Squeo, Francisco A., Miranda, Marcelo D., Dobbs, Cynnamon, Mentler, Rayen, Lara, Antonio, Garreaud, Rene | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Soilvegetation moisture capacitor maintains dry season vegetation productivity over India | Sebastian, Dawn E., Murtugudde, Raghu, Ghosh, Subimal | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Albedo, Anisotropy | |
| Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices | Zhang, Jingru, Gonsamo, Alemu, Tong, Xiaojuan, Xiao, Jingfeng, Rogers, Cheryl A., Qin, Shuhong, Liu, Peirong, Yu, Peiyang, Ma, Pu | Land Use/Land Cover Classification, Reflectance, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Spatial distribution of Glossina morsitans (Diptera: Glossinidae) in Zambia: A vehicle-mounted sticky trap survey and Maxent species distribution model | Muyobela, Jackson, Pirk, Christian W. W., Yusuf, Abdullahi A., Sole, Catherine L. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatial modeling of the relative abundance of wading birds in peninsular | Lee, Veronica, Skripnikov, Andrey | Land Use/Land Cover Classification | |
| Spatial heterogeneity of vegetation phenology caused by urbanization in | Chen, Yuan, Lin, Meixia, Lin, Tao, Zhang, Junmao, Jones, Laurence, Yao, Xia, Geng, Hongkai, Liu, Yuqin, Zhang, Guoqin, Cao, Xin, Ye, Hong, Zhan, Yulin | Land Use/Land Cover Classification | |
| Reassessing the availability of crop residue as a bioenergy resource in India: A field-survey based study | Kapoor, Taveen S., Navinya, Chimurkar, Anurag, Gupta, Lokhande, Pradnya, Rathi, Shubham, Goel, Anubha, Sharma, Renuka, Arya, Rahul, Mandal, Tuhin K., Jithin, K.P., Nagendra, Shiva, Imran, Mohd, Kumari, Jyoti, Muthalagu, Akila, Qureshi, Asif, Najar, Tanveer Ahmad, Jehangir, Arshid, Haswani, Diksha, Raman, Ramya Sunder, Rabha, Shahadev, Saikia, Binoy, Lian, Yang, Pandithurai, G., Chaudhary, Pooja, Sinha, Baerbel, Dhandapani, Abisheg, Iqbal, Jawed, Mukherjee, Sauryadeep, Chatterjee, Abhijit, Venkataraman, Chandra, Phuleria, Harish C. | Land Use/Land Cover Classification | |
| Seasonal and long-term dynamics in forest microclimate effects: global | Zhang, Chaoqun, Su, Yongxian, Liu, Liyang, Wu, Jianping, Huang, Guangqing, Li, Xueyan, Bi, Chongyuan, Yan, Wenting, Lafortezza, Raffaele | Land Use/Land Cover Classification | |
| Seasonal soil moisture and crop yield prediction with fifth-generation seasonal forecasting system (SEAS5) long-range meteorological forecasts in a land ... | Boas, Theresa, Bogena, Heye Reemt, Ryu, Dongryeol, Vereecken, Harry, Western, Andrew, Hendricks Franssen, Harrie-Jan | Evapotranspiration, Latent Heat Flux, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Use/Land Cover Classification, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content | |
| Sensor-independent LAI/FPAR CDR: reconstructing a global sensor-independent climate data record of MODIS and VIIRS LAI/FPAR from 2000 to 2022 | Pu, Jiabin, Yan, Kai, Roy, Samapriya, Zhu, Zaichun, Rautiainen, Miina, Knyazikhin, Yuri, Myneni, Ranga B. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Skill and lead time of vegetation drought impact forecasts based on soil moisture observations | Li, Yizhi, van Dijk, Albert I.J.M., Tian, Siyuan, Renzullo, Luigi J. | Land Use/Land Cover Classification, Reflectance, Anisotropy |