N: 90 S: -90 E: 180 W: -180
Description
The MCD43A4 Version 6 data product was decommissioned on July 31, 2023. Users are encouraged to use the MCD43A4 Version 6.1 data product.
The Moderate Resolution Imaging Spectroradiometer (MODIS) MCD43A4 Version 6 Nadir Bidirectional Reflectance Distribution Function (BRDF)-Adjusted Reflectance (NBAR) dataset is produced daily using 16 days of Terra and Aqua MODIS data at 500 meter (m) resolution. The view angle effects are removed from the directional reflectances, resulting in a stable and consistent NBAR product. Data are temporally weighted to the ninth day which is reflected in the Julian date in the file name.
Users are urged to use the band specific quality flags to isolate the highest quality full inversion results for their own science applications as described in the User Guide.
The MCD43A4 provides NBAR and simplified mandatory quality layers for MODIS bands 1 through 7. Essential quality information provided in the corresponding MCD43A2 data file should be consulted when using this product.
Known Issues
- The incorrect representation of the aerosol quantities (low average high) in the C6 MYD09 and MOD09 surface reflectance products may have impacted downstream products particularly over arid bright surfaces. This (and a few other issues) have been corrected for C6.1. Therefore users should avoid substantive use of the C6 MCD43 products and wait for the C6.1 products. In any event, users are always strongly encouraged to download and use the extensive QA data provided in MCD43A2, in addition to the briefer mandatory QAs provided as part of the MCD43A1, 3, and 4 products.
- Corrections were implemented in Collection 6.1 reprocessing.
- For complete information about the MCD43A4 known issues refer to the MODIS 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 (MCD43A4) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2002272), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h16v16), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2016132202805), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
DATA PRODUCT SPECIFICATION
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Winter greening on the Tibetan Plateau induced by climate warming over | Lv, Jinxia, Yang, Wei, Shen, Miaogen, Liang, Eryuan, Jiang, Yuan, Chen, Jin, Chen, Xuehong, Jiang, Nan, Liu, Licong, Zhao, Wenwu, Penuelas, Josep | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Albedo, Snow Cover, Topographical Relief Maps, Land Use/Land Cover Classification, Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| geeSEBAL-MODIS: Continental-scale evapotranspiration based on the | Comini de Andrade, Bruno, Laipelt, Leonardo, Fleischmann, Ayan, Huntington, Justin, Morton, Charles, Melton, Forrest, Erickson, Tyler, Roberti, Debora R., de Arruda Souza, Vanessa, Biudes, Marcelo, Gomes Machado, Nadja, Antonio Costa dos Santos, Carlos, Cosio, Eric G., Ruhoff, Anderson | Land Use/Land Cover Classification, Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Global Carbon Fluxes Using Multioutput Gaussian Processes Regression and MODIS Products | Campos-Taberner, Manuel, Gilabert, Maria Amparo, Sanchez-Ruiz, Sergio, Martinez, Beatriz, Jimenez-Guisado, Adrian, Garcia-Haro, Francisco Javier, Guanter, Luis | Reflectance, Anisotropy, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification | |
| Greening-Induced Biophysical Impacts Lead to Earlier Spring and Autumn | Guo, Jing, Wang, Jinmei, Qiao, Yuxin, Huang, Xu, Smith, Nicholas G., Liu, Zhiyong, Zhang, Rui, Chen, Xiuzhi, Wu, Chaoyang, Penuelas, Josep, Chen, Lei | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Anisotropy, Land Use/Land Cover Classification, Albedo, Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux | |
| Analysis of Remote Sensing Evapotranspiration Models in the Caatinga: Understanding Temporal and Spatial Variations | Pedro da Silva Neto, Epitacio, Alencar Bezerra, Ulisses, Holanda Oliveira, Sabrina, Cunha, John | Reflectance, Anisotropy | |
| Assessing Drought Impacts on Gross Primary Productivity of Rubber | Li, Weiguang, Hou, Meiting, Liu, Shaojun, Zhang, Jinghong, Zou, Haiping, Chen, Xiaomin, Bai, Rui, Lv, Run, Hou, Wei | Reflectance, Anisotropy | |
| Burn Severity and Post-Fire Weather Are Key to Predicting | Rifai, Sami W., De Kauwe, Martin G., Gallagher, Rachael V., Cernusak, Lucas A., Meir, Patrick, Pitman, Andy J. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Reflectance, Anisotropy, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| CO2 fluxes of vegetation in the Greenbelt of Ontario and increased net ecosystem emissions associated with its removal | Madsen, Sabrina, Wu, Dien, Halim, Md Abdul, Wunch, Debra | Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Land Use/Land Cover Classification, Reflectance, Anisotropy | |
| EMET: An emergence-based thermal phenological framework for near | Yang, Zijun, Diao, Chunyuan, Gao, Feng, Li, Bo | Reflectance, Anisotropy | |
| Ecological Dissimilarity Matters More Than Geographical Distance When Predicting Land Surface Indicators Using Machine Learning | Zhou, Bo, Okin, Gregory S., Zhang, Junzhe, Savage, Shannon L., Cole, Christopher J., Duniway, Michael C. | Reflectance, Anisotropy, Albedo | |
| Dominance and rarity in tree communities across the globe: Patterns | Hordijk, Iris, BialicMurphy, Lalasia, Lauber, Thomas, Routh, Devin, Poorter, Lourens, Rivers, Malin C., ter Steege, Hans, Liang, Jingjing, Reich, Peter B., deMiguel, Sergio, Nabuurs, GertJan, Gamarra, Javier G. P., Chen, Han Y. H., Zhou, Mo, Wiser, Susan K., Pretzsch, Hans, Paquette, Alain, Picard, Nicolas, Herault, Bruno, Bastin, JeanFrancois, Alberti, Giorgio, Abegg, Meinrad, Adou Yao, Yves C., Almeyda Zambrano, Angelica M., Alvarado, Braulio V., AlvarezDavila, Esteban, AlvarezLoayza, Patricia, Alves, Luciana F., Ammer, Christian, AntonFernandez, Clara, AraujoMurakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard Corredor, Gerardo A., Baker, Timothy, Banki, Olaf, Barroso, Jorcely, Bastian, Meredith L., Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H. S., Brandl, Susanne, Brienen, Roel, Broadbent, Eben N., Bruelheide, Helge, Bussotti, Filippo, Gatti, Roberto Cazzolla, Cesar, Ricardo G., Cesljar, Goran, Chazdon, Robin, Chisholm, Chelsea, Cienciala, Emil, Clark, Connie J., Clar, David B., Colletta, Gabriel, Coomes, David, Valverde, Fernando Cornejo, CorralRivas, Jose J., Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, de Gasper, Andre L., Decuyper, Mathieu, Derroire, Geraldine, DeVries, Ben, Djordjevic, Ilija, Ieda, Amaral, Dourdain, Aurelie, Dolezal, Jiri, Obiang, Nestor Laurier Engone, Enquist, Brian, Eyre, Teresa, Fandohan, Adande Belarmain, Fayle, Tom M., Ferreira, Leandro V., Feldpausch, Ted R., Finer, Leena, Fischer, Markus, Fletcher, Christine, Frizzera, Lorenzo, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten, Herbohn, John, Hillers, Annika, Honorio Coronado, Euridice N., Hui, Cang, Cho, Hyunkook, Ibanez, Thomas, Jung, Ilbin, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Johannsen, Vivian, Joly, Carlos A., Jucker, Tommaso, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah, KepferRojas, Sebastian, Keppel, Gunnar, Khan, Mohammed Latif, Killeen, Timothy, Kim, Hyun Seok, Kitayama, Kanehiro, Kohl, Michael, Korjus, Henn, Kraxner, Florian, Laarmann, Diana, Lang, Mait, Lewis, Simon, Lu, Huicui, Lukina, Natalia, Maitner, Brian, Malhi, Yadvinder, Marcon, Eric, Marimon, Beatriz Schwantes, MarimonJunior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Martynenko, Olga, Meave, Jorge A., MeloCruz, Omar, Mendoza, Casimiro, Merow, Cory, Miscicki, Stanislaw, Mendoza, Abel Monteagudo, Moreno, Vanessa, Mukul, Sharif A., Mundhenk, Philip, NavaMiranda, Maria G., Neill, David, Neldner, Victor, Nevenic, Radovan, Ngugi, Michael, Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr, OrtizMalavasi, Edgar, Pan, Yude, ParadaGutierrez, Alexander, Parfenova, Elena, Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo L., Pfautsch, Sebastian, Phillips, Oliver L., Piedade, Maria Teresa, Piotto, Daniel, Pitman, Nigel C. A., Polo, Irina, Poulsen, Axel Dalberg, Poulsen, John R., Arevalo, Freddy Ramirez, RestrepoCorrea, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, SalasEljatib, Christian, Schall, Peter, Schepaschenko, Dmitry, SchererLorenzen, Michael, Schmid, Bernhard, Schongart, Jochen, Searle, Eric B., Seben, Vladimir, SerraDiaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly, SilvaEspejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, Slik, Ferry, Sonke, Bonaventure, Souza, Alexandre F., Sterenczak, Krzysztof, Svenning, JensChristian, Svoboda, Miroslav, Swanepoel, Ben, Targhetta, Natalia, Tchebakova, Nadja, Thomas, Raquel, Tikhonova, Elena, Umunay, Peter, Usoltsev, Vladimir, Valencia, Renato, Valladares, Fernando, van der Plas, Fons, Van Do, Tran, Van Nuland, Michael E., Martinez, Rodolfo Vasquez, Verbeeck, Hans, Viana, Helder, Vibrans, Alexander C., Vieira, Simone, von Gadow, Klaus, Wang, HuaFeng, Watson, James, Werner, Gijsbert D. A., Wittmann, Florian, Wortel, Verginia, Zagt, Roderick, ZawilaNiedzwiecki, Tomasz, Zhang, Chunyu, Zhao, Xiuhai, Zhu, ZhiXin, ZoBi, Irie Casimir, Maynard, Daniel S., Crowther, Thomas W. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Anisotropy | |
| Coupling GEDI LiDAR and Optical Satellite for Revealing Large-Scale | Zhang, Qiang, Zhang, Geli, Zhang, Yao, Xiao, Xiangming, You, Nanshan, Li, Zhichao, Tang, Hao, Yang, Tong, Di, Yuanyuan, Dong, Jinwei | Reflectance, Anisotropy, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | |
| Daily DeepCropNet: A hierarchical deep learning approach with daily time | Xiong, Xingguo, Zhong, Renhai, Tian, Qiyu, Huang, Jingfeng, Zhu, Linchao, Yang, Yi, Lin, Tao | Reflectance, Anisotropy | |
| Enhancing long-term vegetation monitoring in Australia: a new approach for harmonising the Advanced Very High Resolution Radiometer normalised ... | Burton, Chad A., Rifai, Sami W., Renzullo, Luigi J., Van Dijk, Albert I. J. M. | Reflectance, Anisotropy | |
| Influence of columnar versus vertical distribution of aerosol properties on the modulation of shortwave radiative effects | Santhosh, V.N., Madhavan, B.L., Ratnam, M. Venkat, Naik, Dinesh N. | Reflectance, Anisotropy | |
| Impacts of extreme drought on rice planting calendar in Vietnamese Mekong Delta | Diem, Phan Kieu, Diem, Nguyen Kieu, Nguyen, Can Trong, Minh, Vo Quang | Reflectance, Anisotropy | |
| Mapping the potential distribution of Asian elephants: Implications for conservation and humanelephant conflict mitigation in South and Southeast Asia | Xu, Haixia, Jiang, Luguang, Liu, Ye | Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | |
| Optimal Integration of Optical and SAR Data for Improving Alfalfa Yield | Chen, Jiang, Yu, Tong, Cherney, Jerome H., Zhang, Zhou | Reflectance, Anisotropy | |
| STEEP: A remotely-sensed energy balance model for evapotranspiration | Bezerra, Ulisses A., Cunha, John, Valente, Fernanda, Nobrega, Rodolfo L.B., Andrade, Joao M., Moura, Magna S.B., Verhoef, Anne, Perez-Marin, Aldrin M., Galvao, Carlos O. | Reflectance, Anisotropy, Evapotranspiration, Latent Heat Flux | |
| 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 | |
| Seasonal forecast of soil moisture over Mediterranean-climate forest | Chandra Joshi, Rakesh, Ryu, Dongryeol, Lane, Patrick N.J., Sheridan, Gary J. | Land Surface Temperature, Emissivity, Reflectance, Anisotropy | |
| Satellite solarinduced chlorophyll fluorescence tracks physiological drought stress development during 2020 southwest US drought | Zhang, Yao, Fang, Jianing, Smith, William Kolby, Wang, Xian, Gentine, Pierre, Scott, Russell L., Migliavacca, Mirco, Jeong, Sujong, Litvak, Marcy, Zhou, Sha | Reflectance, Anisotropy | |
| Unravelling geological controls on groundwater flow and surface | Marti, Etienne, Leray, Sarah, Villela, Daniela, Maringue, Jose, Yanez, Gonzalo, Salazar, Esteban, Poblete, Fernando, Jimenez, Jose, Reyes, Gabriela, Poblete, Guillermo, Huaman, Zeidy, Figueroa, Ronny, Araya Vargas, Jaime, Sanhueza, Jorge, Munoz, Marjorie, Charrier, Reynaldo, Fernandez, Gabriel | Reflectance, Anisotropy | |
| Utilization of synthetic minority oversampling technique for improving potato yield prediction using remote sensing data and machine learning algorithms with small ... | Ebrahimy, Hamid, Wang, Yi, Zhang, Zhou | Reflectance, Anisotropy, Land Surface Temperature, Emissivity | |
| Forage mass estimation in a mixed pasture by machine learning, pasture | Guevara-Escobar, Aurelio, Cervantes-Jimenez, Monica, Lemus-Ramirez, Vicente, Yabuta-Osorio, Adolfo Kunio, Garcia-Muniz, Jose Guadalupe | Reflectance, Anisotropy |