N: 90 S: -90 E: 180 W: -180
Description
The MOD09GQ Version 6 data product was decommissioned on July 31, 2023. Users are encouraged to use the MOD09GQ Version 6.1 data product.
The MOD09GQ Version 6 product provides an estimate of the surface spectral reflectance of Terra Moderate Resolution Imaging Spectroradiometer (MODIS) 250 meter (m) bands 1 and 2, corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the 250 m surface reflectance bands are the Quality Assurance (QA) layer and five observation layers. This product is intended to be used in conjunction with the quality and viewing geometry information of the 500 m product (MOD09GA).
Known Issues
- Striping due to a dead detector is noticeable for bands 5, 6, and 7 in scenes acquired February 24 through October 31, 2000. Corrections were implemented to reduce the striping in data acquired after November 1, 2000. Users should always check the band quality for dead detectors even though reflectance values may be in the valid range.
- The Collection 6 MODIS Land Surface Reflectance product (MOD09) may incorrectly flag retrievals as ‘High Aerosol’ over brighter surfaces and at higher view angles. This will impact the downstream MODIS BRDF/Albedo (MCD43) and Vegetation Index (MOD13 and MYD13) data products which use the aerosol quantity flag to screen out high aerosol values.
- Corrections were implemented in Collection 6.1 reprocessing.
- 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.
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File Naming Convention
The file name begins with the Product Short Name (MOD09GQ) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2002281), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h33v11), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2015151071841), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
Dataset Resources
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| What is the (real) rate of soil health practice adoption? Making sense of three data sources | McGill, Bonnie M., Hively, W. Dean, Puntel, Laila A., Shriver, John, Thieme, Alison N., Manter, Daniel K., Moore, Jennifer M. | Reflectance | |
| Incorporating environmental stress improves estimation of photosynthesis | Gao, Lun, Guan, Kaiyu, Jiang, Chongya, Lu, Xiaoman, Wang, Sheng, Ainsworth, Elizabeth A., Wu, Xiaocui, Chen, Min | Reflectance, Photosynthetically Active Radiation, Plant Characteristics, REFLECTED INFRARED, Gross Primary Production (gpp), Land Use/Land Cover Classification | |
| AI-Based Downscaling of MODIS LST Using SRDA-Net Model for High-Resolution Data Generation | Ma, Hongxia, Mao, Kebiao, Yuan, Zijin, Xu, Longhao, Shi, Jiancheng, Guo, Zhonghua, Qin, Zhihao | Reflectance, Land Surface Temperature, Emissivity, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Spatiotemporal trends of rubber defoliation and refoliation and their responses to abiotic factors in the northern edge of the Asian tropics | Chen, Yanling, Khongdee, Nuttapon, Wang, Yaofeng, Song, Qinghai, Lu, Dengsheng, Wang, Shusen, Chen, Yaoliang | Reflectance | |
| Teleconnection Between Early Winter Monsoon System and Harmful Algal | Li, Jingyi, Qin, Boqiang, Brookes, Justin D., Shi, Kun, Deng, Jianming, Zhou, Jian, Wu, Yang | Reflectance | |
| Application of a Three-Dimensional Coupled Hydrodynamic-Ice Model to Assess Spatiotemporal Variations in Ice Cover and Underlying Mechanisms in Lake Nam Co, Tibetan Plateau, 20072017 | Wu, Yang, Huang, Anning, Lu, Youyu, FujisakiManome, Ayumi, Zhang, Zhiqi, Dai, Xianglin, Wang, Yu | Reflectance | |
| Observing the evolution of summer melt on multiyear sea icewith ICESat-2 | Buckley, Ellen M., Farrell, Sinead L., Herzfeld, Ute C., Webster, Melinda A., Trantow, Thomas, Baney, Oliwia N., Duncan, Kyle A., Han, Huilin, Lawson, Matthew | Reflectance | |
| Interannual variability of spring fire in southern Nepal | Hamal, Kalpana, Ghimire, Shravan Kumar, Khadka, Arbindra, Dawadi, Binod, Sharma, Shankar | Reflectance | |
| Modeling Phenological Phases of Winter Wheat Based on Temperature and | Dizkova, Petra, Bartosova, Lenka, Blahova, Monika, Balek, Jan, Hajkova, Lenka, Semeradova, Daniela, Bohuslav, Jakub, Pohankova, Eva, Zalud, Zdenek, Trnka, Miroslav | Reflectance | |
| Near-real-time MODIS-derived vegetation index data products and online services for CONUS based on NASA LANCE | Zhang, Chen, Yang, Zhengwei, Di, Liping, Yu, Eugene G., Zhang, Bei, Han, Weiguo, Lin, Li, Guo, Liying | Reflectance | |
| Local differences in maximum temperature determine water use among | Glass, Danielle M., Prentice, Paige R., Evans, Ashley D., Schmitz, Oswald J. | Reflectance | |
| DSWEmodThe Production of HighFrequency Surface Water Map Composites from Daily MODIS Images | Soulard, Christopher E., Waller, Eric K., Walker, Jessica J., Petrakis, Roy E., Smith, Britt W. | Reflectance, Anisotropy | |
| Exploring discrepancies between in situ phenology and remotely derived | Donnelly, Alison, Yu, Rong, Jones, Katherine, Belitz, Michael, Li, Bonan, Duffy, Katharyn, Zhang, Xiaoyang, Wang, Jianmin, Seyednasrollah, Bijan, Gerst, Katherine L., Li, Daijiang, Kaddoura, Youssef, Zhu, Kai, Morisette, Jeffrey, Ramey, Colette, Smith, Kathleen | Plant Phenology, Enhanced Vegetation Index (EVI), Plant Characteristics, Vegetation Cover, Vegetation Index, Reflectance | |
| Grassland Model Based Evaluation of Drought Indices: A Case Study from | Pogacar, Tjasa, Znidarsic, Zala, Vlahovic, Ziva, Crepinsek, Zalika, Susnik, Andreja | Reflectance, Land Surface Temperature, Emissivity | |
| Physiographic controls on landfast ice variability from 20 years of maximum extents across the northwest Canadian Arctic | Wratten, Eleanor E., Cooley, Sarah W., Mann, Paul J., Whalen, Dustin, Fraser, Paul, Lim, Michael | Reflectance | |
| Recurrence plots for quantifying the vegetation indices dynamics in a semi-arid grassland | Almeida-Naunay, Andres F., Benito, Rosa M., Quemada, Miguel, Losada, Juan C., Tarquis, Ana M. | Reflectance | |
| A wildfire growth prediction and evaluation approach using Landsat and MODIS data | Radocaj, Dorijan, Jurisic, Mladen, Gasparovic, Mateo | Reflectance, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| Assessing the accuracy of MODIS MCD64A1 C6 and FireCCI51 burned area products in Mediterranean ecosystems | Katagis, Thomas, Gitas, Ioannis Z. | Land Use/Land Cover Classification, Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Land Surface Temperature, Surface Thermal Properties, THERMAL ANOMALIES | |
| Annual 30 m soybean yield mapping in Brazil using long-term satellite observations, climate data and machine learning | Song, Xiao-Peng, Li, Haijun, Potapov, Peter, Hansen, Matthew C. | Reflectance | |
| Analysis of bluetongue disease epizootics in sheep of Andhra Pradesh | Karthikeyan, Ravichandran, Rupner, Ramkumar N, Koti, Shiva Reddy, Jaganathasamy, Nagaraj, Lalrinzuala, Michael V., Sharma, Sachin, Tamta, Shikha, Rotluangkimi, Nandi, Sukdeb, Malik, Yashpal Singh, Dubal, Zunjar Baburao, Sinha, Dharmendra Kumar, Singh, Bhoj R., Vinodhkumar, Obli Rajendran | Reflectance, Land Surface Temperature, Emissivity | |
| Contrasting 20-year trends in NDVI at two Siberian larch forests with and without multiyear waterlogging-induced disturbances | Nagano, Hirohiko, Kotani, Ayumi, Mizuochi, Hiroki, Ichii, Kazuhito, Kanamori, Hironari, Hiyama, Tetsuya | Reflectance, Anisotropy | |
| Crop-CASMA: A web geoprocessing and map service based architecture and implementation for serving soil moisture and crop vegetation condition data ... | Zhang, Chen, Yang, Zhengwei, Zhao, Haoteng, Sun, Ziheng, Di, Liping, Bindlish, Rajat, Liu, Pang-Wei, Colliander, Andreas, Mueller, Rick, Crow, Wade, Reichle, Rolf H., Bolten, John, Yueh, Simon H. | Reflectance | |
| Regional prediction of Fusarium head blight occurrence in wheat with remote sensing based Susceptible-Exposed-Infectious-Removed model | Xiao, Yingxin, Dong, Yingying, Huang, Wenjiang, Liu, Linyi | Reflectance | |
| Remote estimates of total suspended matter in China's main estuaries using Landsat images and a weight random forest model | Wang, Xiang, Wen, Zhidan, Liu, Ge, Tao, Hui, Song, Kaishan | Reflectance | |
| Regional Index Insurance Using Satellite-Based Fractional Flooded Area | Tellman, Beth, Lall, Upmanu, Islam, A. K. M. Saiful, Bhuyan, Md Ariffuzaman | Reflectance | |
| Spatiotemporal Climate Variability in the Andes of Northern Peru: Evaluation of Gridded Datasets to Describe Cloud Forest Microclimate and Local Rainfall | Newell, Felicity L., Ausprey, Ian J., Robinson, Scott K. | Reflectance | |
| Spatiotemporal fusion modelling using STARFMExamples of Landsat 8 and Sentinel-2 NDVI in Bavaria | Dhillon, Maninder Singh, Dahms, Thorsten, Kubert-Flock, Carina, Steffan-Dewenter, Ingolf, Zhang, Jie, Ullmann, Tobias | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Anisotropy | |
| Using long temporal reference units to assess the spatial accuracy of global satellite-derived burned area products | Franquesa, Magi, Lizundia-Loiola, Joshua, Stehman, Stephen V., Chuvieco, Emilio | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance | |
| A daily, 250 m and real-time gross primary productivity product (2000present) covering the contiguous United States | Jiang, Chongya, Guan, Kaiyu, Wu, Genghong, Peng, Bin, Wang, Sheng | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Albedo, Anisotropy, Photosynthetically Active Radiation, Plant Characteristics, REFLECTED INFRARED, Gross Primary Production (gpp) | |
| A comprehensive characterization of MODIS daily burned area mapping accuracy across fire sizes in tropical savannas | Campagnolo, M.L., Libonati, R., Rodrigues, J.A., Pereira, J.M.C. | Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Burned Area, Fire Dynamics, Land Use/Land Cover Classification | |
| A gaussian kernel-based spatiotemporal fusion model for agricultural remote sensing monitoring | Shen, Yonglin, Shen, Guoling, Zhai, Han, Yang, Chao, Qi, Kunlun | Reflectance | |
| A framework for generating high spatiotemporal resolution land surface temperature in heterogeneous areas | Zhu, Xinming, Song, Xiaoning, Leng, Pei, Li, Xiaotao, Gao, Liang, Guo, Da, Cai, Shuohao | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Increasing dominance of dinoflagellate red tides in the coastal waters of Yellow Sea, China | Li, Xiao-Yu, Yu, Ren-Cheng, Geng, Hui-Xia, Li, Yi-Fan | Reflectance | |
| Estimating actual evapotranspiration over croplands using vegetation index methods and dynamic harvested area | Abbasi, Neda, Nouri, Hamideh, Didan, Kamel, Barreto-Munoz, Armando, Chavoshi Borujeni, Sattar, Salemi, Hamidreza, Opp, Christian, Siebert, Stefan, Nagler, Pamela | Reflectance | |
| Estimation of Suspended Sediment Concentration from Remote Sensing and | Womber, Zelalem R., Zimale, Fasikaw A., Kebedew, Mebrahtom G., Asers, Bekalu W., DeLuca, Nikole M., Guzman, Christian D., Tilahun, Seifu A., Zaitchik, Benjamin F. | Reflectance | |
| Evaluation of four image fusion NDVI products against in-situ spectral-measurements over a heterogeneous rice paddy landscape | Kong, Juwon, Ryu, Youngryel, Huang, Yan, Dechant, Benjamin, Houborg, Rasmus, Guan, Kaiyu, Zhu, Xiaolin | Reflectance, Anisotropy | |
| Downscaling MODIS land surface temperature product using an adaptive random forest regression method and Google Earth Engine for a 19-years spatiotemporal trend analysis over Iran | Ebrahimy, Hamid, Aghighi, Hossein, Azadbakht, Mohsen, Amani, Meisam, Mahdavi, Sahel, Matkan, Ali Akbar | Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Land Surface Temperature, Emissivity | |
| Evolution of the representation of global vegetation by vegetation continuous fields | DiMiceli, Charlene, Townshend, John, Carroll, Mark, Sohlberg, Robert | Reflectance, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, VEGETATION HEIGHT | |
| Evaluation of prediction and forecasting models for evapotranspiration of agricultural lands in the Midwest US | Talib, Ammara, Desai, Ankur R., Huang, Jingyi, Griffis, Tim J., Reed, David E., Chen, Jiquan | Reflectance | |
| Ground and satellite phenology in alpine forests are becoming more heterogeneous across higher elevations with warming | Misra, Gourav, Asam, Sarah, Menzel, Annette | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance | |
| Importance of the legacy effect for assessing spatiotemporal correspondence between interannual tree-ring width and remote sensing products in the Sierra ... | Wong, Christopher Y.S., Young, Derek J.N., Latimer, Andrew M., Buckley, Thomas N., Magney, Troy S. | Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Reflectance, Snow Grain Size, Snow Cover | |
| Phenological analysis of sub-alpine forest on Jeju island, south Korea, using data fusion of landsat and MODIS products | Park, Sang-Jin, Jeong, Seung-Gyu, Park, Yong, Kim, Sang-Hyuk, Lee, Dong-Kun, Mo, Yong-Won, Jang, Dong-Seok, Park, Kyung-Min | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | |
| An automatic method to detect lake ice phenology using MODIS daily temperature imagery | Zhang, Xin, Wang, Kaicun, Kirillin, Georgiy | Land Surface Temperature, Emissivity, Reflectance | |
| A novel strategy to reconstruct ndvi time-series with high temporal resolution from modis multi-temporal composite products | Zeng, Linglin, Wardlow, Brian D., Hu, Shun, Zhang, Xiang, Zhou, Guoqing, Peng, Guozhang, Xiang, Daxiang, Wang, Rui, Meng, Ran, Wu, Weixiong | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | |
| Assessing land use and land cover change in Los Molinos reservoir watershed and the effect on the reservoir water quality | Bonansea, Matias, Bazan, Raquel, German, Alba, Ferral, Anabella, Beltramone, Giuliana, Cossavella, Ana, Pinotti, Lucio | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | |
| Challenges in predicting Greenland supraglacial lake drainages at the regional scale | Poinar, Kristin, Andrews, Lauren C. | Reflectance, Ice Velocity | |
| Changes in the greenness of mountain pine (Pinus mugo Turra) in the subalpine zone related to the winter climate | Lukasova, Veronika, Bucha, Tomas, Marekova, Lubica, Buchholcerova, Anna, Bicarova, Svetlana | Reflectance | |
| CLASSIC v1. 0: the open-source community successor to the Canadian Land Surface Scheme (CLASS) and the Canadian Terrestrial Ecosystem Model ... | Seiler, Christian, Melton, Joe R., Arora, Vivek K., Wang, Libo | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Reflectance, Land Use/Land Cover Classification, Burned Area, Albedo, Anisotropy | |
| Comparison of RGB and Multispectral Unmanned Aerial Vehicle for Monitoring Vegetation Coverage Changes on a Landslide Area | Furukawa, Flavio, Laneng, Lauretta Andrew, Ando, Hiroaki, Yoshimura, Nobuhiko, Kaneko, Masami, Morimoto, Junko | Reflectance | |
| Article integrating modis and landsat data for land cover classification by multilevel decision rule | Guan, Xudong, Huang, Chong, Zhang, Rui | Reflectance |
Variables
The table below lists the variables contained within a single granule for this dataset. Variables often contain observed or derived geophysical measurements collected from a variety of sources, including remote sensing instruments on satellite and airborne platforms, field campaigns, in situ measurements, and model outputs. The terms variable, parameter, scientific data set, layer, and band have been used across NASA’s Earth science disciplines; however, variable is the designated nomenclature in NASA’s Common Metadata Repository (CMR). Variable metadata attributes such as Name, Description, Units, Data Type, Fill Value, Valid Range, and Scale Factor allow users to efficiently process and analyze the data. The full range of attributes may not be applicable to all variables. Additional information on variable attributes is typically available in the data, user guide, and/or other product documentation.
For questions on a specific variable, please use the Earthdata Forum.
| Name Sort descending | Description | Units | Data Type | Fill Value | Valid Range | Scale Factor | Offset |
|---|---|---|---|---|---|---|---|
| granule_pnt_1 | Granule pointer | N/A | uint8 | 255 | 0 to 254 | N/A | N/A |
| iobs_res_1 | Observation number | N/A | uint8 | 255 | 0 to 254 | N/A | N/A |
| num_observations | Number of observations per pixel | N/A | int8 | -1 | 0 to 127 | N/A | N/A |
| obscov_1 | Observation coverage | Percent | int8 | -1 | 0 to 100 | 0.01 | N/A |
| orbit_pnt_1 | Orbit pointer | N/A | int8 | -1 | 0 to 15 | N/A | N/A |
| QC_250m_1 | Surface Reflectance 250m Quality Assurance | Bit Field | uint16 | 2995 | 0 to 4096 | N/A | N/A |
| sur_refl_b01_1 | Surface Reflectance Band 1 | N/A | int16 | -28672 | -100 to 16000 | 0.0001 | N/A |
| sur_refl_b02_1 | Surface Reflectance Band 2 | N/A | int16 | -28672 | -100 to 16000 | 0.0001 | N/A |