N: 90 S: -90 E: 180 W: -180
Description
The MOD13Q1 Version 6 data product was decommissioned on July 31, 2023. Users are encouraged to use the MOD13Q1 Version 6.1 data product.
The Terra Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices (MOD13Q1) Version 6 data are generated every 16 days at 250 meter (m) spatial resolution as a Level 3 product. The MOD13Q1 product provides two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI) which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. The algorithm chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle, and the highest NDVI/EVI value.
Along with the vegetation layers and the two quality layers, the HDF file will have MODIS reflectance bands 1 (red), 2 (near-infrared), 3 (blue), and 7 (mid-infrared), as well as four observation layers.
Known Issues
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The following issues have been detected:
- Unexpected missing data in the last cycles of each year.
- Incorrect instances of "NoData" and spikes in NDVI values.
- VI Usefulness Bits are not correctly assigned.
- For instances where the VI Quality (bits 0-1) is flagged as good and the VI Usefulness (bits 2-5) indicates the same pixels have the lowest usefulness score, users are advised to disregard the usefulness score.
- The incorrect representation of the aerosol quantities (low, average, high) in the Collection 6 MOD09 surface reflectance products may have impacted MOD13 Vegetation Index data products particularly over arid bright surfaces.
- 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.
Copy Citation
File Naming Convention
The file name begins with the Product Short Name (MOD13Q1) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2002257), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h08v08), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2015151081151), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Social status as a developmental process in wild vervet monkeys: beyond maternal inheritance | Vilette, Chloe, Nord, Christina M., Bonnell, Tyler R., Dostie, Marcus J., McFarland, Richard, Young, Christopher, Henzi, S. Peter, Barrett, Louise | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology | |
| Spatio-temporal Analysis of Forest Degradation and Its Biomass Carbon Model in Sumatra | Zahira, Dhia Zalfa, Sakti, Anjar Dimara, Wikantika, Ketut | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity | |
| Spatio-Temporal Dynamics of Urban Vegetation and Climate Impacts on Market Gardening Systems: Insights from NDVI and Participatory Data in Grand Nokoue, Benin | Azagoun, Vidjinnagni Vinasse Ametooyona, Komi, Kossi, Badou, Djigbo Felicien, Vissin, Expedit Wilfrid, Klassou, Komi Selom | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatio-temporal patterns and drivers of fire spread and severity: a case study of an extreme wildfire in China's boreal forests | Liu, Qiming, Shen, Zehao, Zhou, Mei | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Water Functional Zoning Framework Based on Machine Learning: A Case | Liu, Wei, Sun, Yuanzhuo, Deng, Fuliang, Wu, Bo, Zhang, Xiaoyan, Sun, Mei, Li, Lanhui, Li, Hui, Yuan, Ying | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Two decades of agricultural drought impacts: remote sensing insights into vegetation productivity and phenological change in semi-arid Botswana | Akinyemi, Felicia O., Graw, Valerie | Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| 100 m soil landscape grids of Canada | Geng, Xiaoyuan, He, Juanxia, Grima, Victoria, Jiang, Yefang, Tetreau, Maggi, Crittenden, Stephen, Kiley, Simon, VandenBygaart, Albert. J., Vanrobaeys, Jason | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| A dataset of annual surface water extent in the Xijiang River Basin from 1986 to 2023 | YAO, Deke, JIA, Guoqiang, QIU, Yubao | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| 3-D Flood mapping from SWOT observations during extreme rainfall: a case study of Gangnan Reservoir | Yao, Jiaqi, Wang, Mengran, Xu, Nan, Liu, Tong, Mo, Fan, Li, Xue, Cao, Yongqiang, Chen, Kebing, Sun, Jinyan, Lu, Hui | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Rivers/Streams, Surface Water Processes/Measurements, Lakes/Reservoirs | |
| A 30-meter resolution global land productivity dynamics dataset from 2013 to 2022 | Li, Xiaosong, Shen, Tong, Garcia, Cesar Luis, Teich, Ingrid, Chen, Yang, Chen, Jin, Kabo-Bah, Amos Tiereyangn, Yang, Ziyu, Jia, Xiaoxia, Lu, Qi, Nyamtseren, Mandakh | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance | |
| A comparison of drought indices for crop yield loss detection: The role | Holwerda, Friso, Salazar-Martinez, Diego, Holmes, Thomas R.H., Hain, Christopher R., Anderson, Martha C. | Evapotranspiration, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Land Use/Land Cover Classification | |
| A dataset of monthly NDVI at a 10-meter resolution for the Yangtze River Delta (20192023) | LIU, Lemeng, LI, Yang, DAI, Ling | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Integrating statistical and machine learning approaches for sediment transport prediction in a typical coarse sandy region of the Yellow River Basin | Zhang, Xuan, Luo, Jian, Yu, Ruihong, Miao, Ping, Yin, Lanxuan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Integrating the Interconnections Between Groundwater and Land Surface | Maina, Fadji Z., Rosen, Dan, Abbaszadeh, Peyman, Yang, Chen, Kumar, Sujay V., Rodell, Matthew, Maxwell, Reed | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthetically Active Radiation, Leaf Characteristics, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Interactions between brucellosis and environmental factors: spatiotemporal epidemiology from Xinjiang, China | Wei, Chengjing, Zhang, Liping, Shang, Bo, Wang, Xiaodong, Zhao, Jiangshan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Interannual dynamics of China's wild elephant habitat revealed by Landsat-based time series land cover and meta-analysis derived habitat preferences | Xie, Fei, Zhang, Xin, Zhang, Jiejing, Chen, Fei, Fan, Hui | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Investigating Syndemic Effects of Air Pollution and Physical Inactivity on Cognitive Decline in Older Adults | Kucukali, Huseyin, Garcia, Leandro, Avila-Palencia, Ione, Wang, Ruoyu, Mullineaux, Shay, Kee, Frank, McGuinness, Bernadette, Hunter, Ruth F. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Machine Learning-Based Spatiotemporal Analysis for Landslide Susceptibility Mapping in the Hindu Kush Himalayan Region | Guria, Rajkumar, Mishra, Manoranjan, Roy, Sujit Kumar, da Silva, Richarde Marques, Mishra, Minati, de Oliveira, Gabriel, Santos, Celso Augusto Guimaraes | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Malaria risk assessment in Indonesia: a machine and deep learning | Sakti, Anjar Dimara, Mahdani, Jasmine Nur, Muhammad, Hubbi Nashrullah, Sihotang, Elstri, Santoso, Cokro, Khairunnisah, Fauziyyah, Afina Nur, Rinawan, Fedri Ruluwedrata, Supardi, Khairunnisa, Caraka, Rezzy Eko, Wikantika, Ketut | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Evapotranspiration, Latent Heat Flux | |
| Mapping 1-km soybean yield across China from 2001 to 2020 based on ensemble learning | Zhang, Min, Xu, Xinlei, Ou, Junji, Zhang, Zengguang, Chen, Fangzheng, Shi, Lijie, Wang, Bin, Zhang, Meiqin, He, Liang, Zhang, Xueliang, Chen, Yong, Hu, Kelin, Feng, Puyu | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| Mapping drought patterns using Geospatial Techniques, in the highlands of Ethiopia | Tela, Yonas Tesfay, Tariq, Aqil | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Lower carbon uptake rates resulting from converting wooded Cerrado to | Zhao, Yuqing, Holl, David, Anache, Jamil A.A., Kobayashi, Alex N.A., Wendland, Edson | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| MODIS surface reflectance reconstruction based on an RTLSR inversion strategy with dynamically adjusted multi-surface parameters | Hu, Junjie, Gao, Bo, Ma, Hao, Gong, Huili, Liu, Yuanyuan, Liu, Jiahao, Feng, Yinchuan, Lin, Heping, Wang, Ziteng | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Albedo, Anisotropy | |
| 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) | |
| Mongolia mining: Licensed tenure or commons grabbing | Sternberg, Troy, McCarthy, Christopher, Enkhjargal, Erdenebuyan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Modeling sparse Rift Valley fever incidence data: a Bayesian perspective on zero-inflated self-exciting and autoregressive models | Angelakis, Alexandros, Nyawanda, Bryan O., Vounatsou, Penelope | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| 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) | |
| 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 | |
| Multi-Scale domain adaptation for high-resolution soil moisture | Zhu, Liujun, Cai, Qi, Jin, Junliang, Yuan, Shanshui, Shen, Xiaoji, Walker, Jeffrey P. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Temperature, Soil Moisture/Water Content | |
| Integrating field surveys and visual interpretation to enhance CSLE model of soil erosion response to LUCC in Southwest China | Tan, Rui, Guo, Geng, Huang, Kaiwen, Liu, Zicheng, Wang, Chaorui, Lin, Jie, Huang, Yizhong | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Long-term monitoring reveals scale-dependent decoupling of waterbird | He, Miaomiao, Lin, Yufeng, Cheng, Cheng, Zhou, Zhiqin, Guo, Pingping, Fan, Xin, Wang, Wenqing | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| LONG-TERM NDVI TRENDS AND TERRAIN CHARACTERISTICS IN THE NATURAL ECOSYSTEM OF THE NURATAU NATURE RESERVE | Isomov, J.A., Khabibullaev, B.Sh., Shomurodov, Kh.F., Beshko, N.Yu., Kosimov, Z.Z., Fayziev, K.O., Abulfayzov, Kh.Sh., H.R., H.R. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Linking climate variability to demography in cooperatively breeding | Thorley, Jack, Duncan, Chris, Manser, Marta B., CluttonBrock, Tim | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Linking groundwater variability to ecosystem carbon and water use | Chakraborty, Abhishek, Sekhar, M., Bhanja, Soumendra N., Rao, Lakshminarayana | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, 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 | |
| Linking hydrological connectivity and waterbirds habitat suitability in floodplain Wetlands: Implications for wetland management | Teng, Jiakun, Zhu, Yukou, Duan, Houlang, Yu, Xiubo, Xia, Shaoxia, Wang, Ran, Yang, Hui | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Forecasting of Fine-Grained SIF of OCO-2 Using Multi-source Data and AI-Based Techniques | Pais, Spurthy Maria, Bhattacharjee, Shrutilipi, Madasamy, Anand Kumar | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics | |
| Gender Responsive Drought Resilience Assessment in Afghanistan Using Geospatial Techniques | Arab, Sara Tokhi, Shamsuzzoha, Md, Arab, Ahmad Shekib, Mazharul Anwar, Md., Anwarul Abedin, Md., Shaw, Rajib | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| From Drought to Aridification: Land-Cover Fingerprints of a Drying Chile | Zambrano, Francisco, Vrieling, Anton, Meza, Francisco, DuranLlacer, Iongel, Fernandez, Francisco, VenegasGonzalez, Alejandro, Raab, Nicolas, Craven, Dylan | Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| From Mountains to Basins: Asymmetric Ecosystem Vulnerability and | Lu, Qingao, Zhang, Yuandong, Sun, Wei, Wei, Jingxuan, Xu, Kun | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Fire susceptibility assessment in the Carpathians using an interpretable | Manczinger, Melinda, Kovacs, Laszlo, Kovacs, Tibor | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Fires enhanced productivity in fire-adapted subtropical pinelands of the Florida Everglades | McLeod, Grace, Tupaj, Mayavati, Gann, Daniel, Ross, Michael, Malone, Sparkle L. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Impacts of climate change and vegetation greening driven by natural and anthropogenic factors on carbon sink in Chinese Loess Plateau after ecological restoration | Zhang, Yi, Wang, Zhihui, Shi, Xiaogang, Sun, Pengcheng, Xiao, Peiqing, Xu, Jiren, Shen, Dongliang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Impact of proactive malaria community case management (proCCM) on | Rutagwera, Marie-Reine I, Ferriss, Ellen L, Kabamba, Bupe M, Porter, Travis, Kangale, Chabu C, Gallalee, Sarah, Simataa, Melody, Miller, John M, Phiri-Chibawe, Caroline, Musunse, Maximillian, Nyendwa, Patrick, Kapenda, Viennah, Psychas, Paul, Gutman, Julie R, Hawela, Moonga, Banda, Ignatius, Chitambala-Otiono, Sampa, Bennett, Adam, Hamainza, Busiku, Thwing, Julie I | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Net primary productivity but not its remote-sensing proxies predict | Holzmann, Kim L., AlonsoAlonso, Pedro, CorreaCarmona, Yenny, Pinos, Andrea, Yon, Felipe, Lopera, Alejandro, Brehm, Gunnar, Keller, Alexander, SteffanDewenter, Ingolf, Peters, Marcell K. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Does within-biome drought sensitivity reflect patterns across biomes? | Hedberg, Sydney L., Dao, Phuong D., Knapp, Alan K. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| Dominance of human activities in reducing soil erosion on the Loess | Shi, Shangyu, Zheng, Wende, Han, Jianqiao, Zhan, Xiaoyun, Wang, Fei | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Estimating the urban heat-related mortality burden due to greenness: a | Wu, Yao, Wen, Bo, Ye, Tingting, Huang, Wenzhong, Liu, Yanming, Gasparrini, Antonio, Sera, Francesco, Tong, Shilu, Lavigne, Eric, Roye, Dominic, Achilleos, Souzana, Ryti, Niilo, Pascal, Mathilde, Zeka, Ariana, de'Donato, Francesca, das Neves Pereira da Silva, Susana, Madureira, Joana, Mistry, Malcolm, Armstrong, Ben, Bell, Michelle L, Schwartz, Joel, Guo, Yuming, Li, Shanshan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Estimating the variations and trends of surface skin temperature across the Indus River Basin | Rani, Seema, Singh, Subhash, Singh, Jyotsna, Tiwari, Purushottam, Mal, Suraj | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Estimating vegetation indices and biophysical parameters for Central European temperate forests with Sentinel-1 SAR data and machine learning | Paluba, Daniel, Le Saux, Bertrand, Sarti, Francesco, Stych, Premysl | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology | |
| Drivers of the geographical distribution of nematode-based indices | Mani, Doina Thais Constance, Mulder, Vera Leatitia, Vazquez Martin, Carmen, Geisen, Stefan, Campos-Herrera, Raquel, Cerevkova, Andrea, Cesarz, Simone, Ciobanu, Marcel, Costa, Sofia R., de Goede, Ron, Eisenhauer, Nico, Jackson, Louise, Kalinkina, Daria Sergeevna, Kudrin, Alexey, Matveeva, Elizaveta Mikhailovna, Mikola, Juha, Mulder, Christian, Nagy, Peter, Njezic, Branimir, Palomares-Rius, Juan Emilio, Peneva, Vlada, Popovici, Iuliana, Ruess, Liliane, Sanchez-Moreno, Sara, Sunnemann, Marie, Sushchuk, Anna Alekseevna, Vestergard, Mette, Villenave, Cecile, Waeyenberge, Lieven, Wallinga, Jakob, Creamer, Rachel | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |