741
Views
80
CrossRef citations to date
0
Altmetric
Original Articles

A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains

&
Pages 297-311 | Received 07 May 2002, Accepted 06 Jan 2003, Published online: 02 Jun 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (12)

Ram Avtar, Ali P. Yunus, Osamu Saito, Ali Kharrazi, Pankaj Kumar & Kazuhiko Takeuchi. (2022) Multi-temporal remote sensing data to monitor terrestrial ecosystem responses to climate variations in Ghana. Geocarto International 37:2, pages 396-412.
Read now
Taosuo Wu, Feng Feng, Qian Lin & Hongmei Bai. (2020) A spatio-temporal prediction of NDVI based on precipitation: an application for grazing management in the arid and semi-arid grasslands. International Journal of Remote Sensing 41:6, pages 2359-2373.
Read now
Taosuo Wu, Haipeng Fu, Feng Feng & Hongmei Bai. (2019) A new approach to predict normalized difference vegetation index using time-delay neural network in the arid and semi-arid grassland. International Journal of Remote Sensing 40:23, pages 9050-9063.
Read now
Siddhartha Khare, Sanjay Kumar Ghosh, Hooman Latifi, Saurabh Vijay & Thorsten Dahms. (2017) Seasonal-based analysis of vegetation response to environmental variables in the mountainous forests of Western Himalaya using Landsat 8 data. International Journal of Remote Sensing 38:15, pages 4418-4442.
Read now
Bin Shen, Shibo Fang & Gang Li. (2014) Vegetation Coverage Changes and Their Response to Meteorological Variables from 2000 to 2009 in Naqu, Tibet, China. Canadian Journal of Remote Sensing 40:1, pages 67-74.
Read now
Dipanwita Dutta, Arnab Kundu & N.R. Patel. (2013) Predicting agricultural drought in eastern Rajasthan of India using NDVI and standardized precipitation index. Geocarto International 28:3, pages 192-209.
Read now
D. Muthumanickam, P. Kannan, R. Kumaraperumal, S. Natarajan, R. Sivasamy & C. Poongodi. (2011) Drought assessment and monitoring through remote sensing and GIS in western tracts of Tamil Nadu, India. International Journal of Remote Sensing 32:18, pages 5157-5176.
Read now
W. Q. Guo, T. B. Yang, J. G. Dai, L. Shi & Z. Y. Lu. (2008) Vegetation cover changes and their relationship to climate variation in the source region of the Yellow River, China, 1990–2000. International Journal of Remote Sensing 29:7, pages 2085-2103.
Read now
L. M. Santana. (2007) Landsat ETM+ image applications to extract information for environmental planning in a Colombian city. International Journal of Remote Sensing 28:19, pages 4225-4242.
Read now
C. S. R. Neigh, C. J. Tucker & J. R. G. Townshend. (2007) Synchronous NDVI and surface air temperature trends in Newfoundland: 1982 to 2003. International Journal of Remote Sensing 28:11, pages 2581-2598.
Read now
AmyE. Daniels. (2006) Incorporating domain knowledge and spatial relationships into land cover classifications: a rule‐based approach. International Journal of Remote Sensing 27:14, pages 2949-2975.
Read now

Articles from other publishers (68)

Raid Almalki, Mehdi Khaki, Patricia M. Saco & Jose F. Rodriguez. (2023) The Impact of Dam Construction on Downstream Vegetation Area in Dry Areas Using Satellite Remote Sensing: A Case Study. Remote Sensing 15:21, pages 5252.
Crossref
Brijesh Yadav, Lal Chand Malav, Shruti V. Singh, Sushil Kumar Kharia, Md. Yeasin, Ram Narayan Singh, Mahaveer Nogiya, Roshan Lal Meena, Pravash Chandra Moharana, Nirmal Kumar, Ram Prasad Sharma, Gangalakunta P. Obi Reddy, Banshi Lal Mina & Prakash Kumar Jha. (2023) Spatiotemporal Responses of Vegetation to Hydroclimatic Factors over Arid and Semi-arid Climate. Sustainability 15:21, pages 15191.
Crossref
Oiliam Stolarski, João A. Santos, André Fonseca, Chenyao Yang, Henrique Trindade & Helder Fraga. (2023) Climate Change Impacts on Grassland Vigour in Northern Portugal. Land 12:10, pages 1914.
Crossref
Srinivas Bhukya, Mukesh Kumar Tiwari & Gautam R. Patel. (2023) Assessment of Spatiotemporal Variation of Agricultural and Meteorological Drought in Gujarat (India) Using Remote Sensing and GIS. Journal of the Indian Society of Remote Sensing 51:7, pages 1493-1510.
Crossref
Maria Magdalena Warter, Michael Bliss Singer, Mark O Cuthbert, Dar Roberts, Kelly K Caylor, Romy Sabathier & John Stella. (2023) Modeling seasonal vegetation phenology from hydroclimatic drivers for contrasting plant functional groups within drylands of the Southwestern USA. Environmental Research: Ecology 2:2, pages 025001.
Crossref
Hirpo Gudeta Bati, Tena Alamirew Agumassie, Tenalem Ayenew Tegaye & Mulugeta Dadi Belete. (2023) Effects of landscape attributes and climate variables on catchment hydrology. Environmental Systems Research 12:1.
Crossref
Hui Zhang, Jinting Guo, Xiaotian Li, Yajie Liu & Tiejuan Wang. (2023) Spatiotemporal Variation in and Responses of the NDVI to Climate in Western Ordos and Eastern Alxa. Sustainability 15:5, pages 4375.
Crossref
Jian Guo, Xiuchun Yang, Weiguo Jiang, Fan Chen, Min Zhang, Xiaoyu Xing, Ang Chen, Peng Yun, Liwei Jiang, Dong Yang & Bin Xu. (2022) Sensitivity of Green-Up Date to Meteorological Indicators in Hulun Buir Grasslands of China. Remote Sensing 14:3, pages 670.
Crossref
Mehran Safa, Mirmasoud Kheirkhah Zarkesh, Farid Ejlali & Forough Farsad4. (2021) The Spatial Autocorrelation between Precipitation and Vegetation Indices in the Bandar Abbas Basin. International Journal of Scientific Research and Management 9:12, pages 199-214.
Crossref
Fa Zhao, Guijun Yang, Hao Yang, Yaohui Zhu, Yang Meng, Shaoyu Han & Xinlei Bu. (2021) Short and Medium-Term Prediction of Winter Wheat NDVI Based on the DTW–LSTM Combination Method and MODIS Time Series Data. Remote Sensing 13:22, pages 4660.
Crossref
Wei Chen, Shuang Bai, Haimeng Zhao, Xuerong Han & Lihe Li. (2021) Spatiotemporal analysis and potential impact factors of vegetation variation in the karst region of Southwest China. Environmental Science and Pollution Research 28:43, pages 61258-61273.
Crossref
Carly Muir, Jane Southworth, Reza Khatami, Hannah Herrero & Berkay Akyapı. (2021) Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century. Remote Sensing 13:16, pages 3267.
Crossref
Javed Mallick, Mohammed K. AlMesfer, Vijay P. Singh, Ibrahim I. Falqi, Chander Kumar Singh, Majed Alsubih & Nabil Ben Kahla. (2021) Evaluating the NDVI–Rainfall Relationship in Bisha Watershed, Saudi Arabia Using Non-Stationary Modeling Technique. Atmosphere 12:5, pages 593.
Crossref
Lina Xiu, Xiaojun Yao, Mengdie Chen & Changzhen Yan. (2021) Effect of Ecological Construction Engineering on Vegetation Restoration: A Case Study of the Loess Plateau. Remote Sensing 13:8, pages 1407.
Crossref
Junpeng Lou, Guoyin Xu, Zhongjing Wang, Zhigang Yang & Sanchuan Ni. (2021) Multi-Year NDVI Values as Indicator of the Relationship between Spatiotemporal Vegetation Dynamics and Environmental Factors in the Qaidam Basin, China. Remote Sensing 13:7, pages 1240.
Crossref
Hanchen Duan, Xian Xue, Tao Wang, Wenping Kang, Jie Liao & Shulin Liu. (2021) Spatial and Temporal Differences in Alpine Meadow, Alpine Steppe and All Vegetation of the Qinghai-Tibetan Plateau and Their Responses to Climate Change. Remote Sensing 13:4, pages 669.
Crossref
Yu Feng, Jinman Wang, Li Zhang, Zhongke Bai & Hui Sun. (2021) Do reconstructed landforms have multifractal characteristics? A case study at an opencast coalmine dump in the loess area of China. CATENA 196, pages 104925.
Crossref
Christopher Potter. (2020) Snowmelt timing impacts on growing season phenology in the northern range of Yellowstone National Park estimated from MODIS satellite data. Landscape Ecology 35:2, pages 373-388.
Crossref
Gizachew Kabite Wedajo, Misgana K. Muleta, Berhan Gessesse & Sifan A. Koriche. (2019) Spatiotemporal climate and vegetation greenness changes and their nexus for Dhidhessa River Basin, Ethiopia. Environmental Systems Research 8:1.
Crossref
Xianglin Huang, Tingbin Zhang, Guihua Yi, Dong He, Xiaobing Zhou, Jingji Li, Xiaojuan Bie & Jiaqing Miao. (2019) Dynamic Changes of NDVI in the Growing Season of the Tibetan Plateau During the Past 17 Years and Its Response to Climate Change. International Journal of Environmental Research and Public Health 16:18, pages 3452.
Crossref
Liangliang Jiang, Guli Jiapaer, Anming Bao, Alishir Kurban, Hao Guo, Guoxiong Zheng & Philippe De Maeyer. (2019) Monitoring the long-term desertification process and assessing the relative roles of its drivers in Central Asia. Ecological Indicators 104, pages 195-208.
Crossref
Taosuo Wu, Feng Feng, Qian Lin & Hongmei Bai. (2019) Advanced Method to Capture the Time-Lag Effects between Annual NDVI and Precipitation Variation Using RNN in the Arid and Semi-Arid Grasslands. Water 11:9, pages 1789.
Crossref
XiaoHui Jin, MinJian Chen, YuMiao Fan, Hao Duan & Long Yan. (2019) Influences of Groundwater and Climatic Factors on Grassland in Xiliao River Plain, Northern China. Rangeland Ecology & Management 72:3, pages 425-432.
Crossref
Vahagn Muradyan, Garegin Tepanosyan, Shushanik Asmaryan, Armen Saghatelyan & Fabio Dell'Acqua. (2019) Relationships between NDVI and climatic factors in mountain ecosystems: A case study of Armenia. Remote Sensing Applications: Society and Environment 14, pages 158-169.
Crossref
Zhijia Gu, Xingwu Duan, Yandong Shi, Ya Li & Xi Pan. (2018) Spatiotemporal variation in vegetation coverage and its response to climatic factors in the Red River Basin, China. Ecological Indicators 93, pages 54-64.
Crossref
Nazmus Sazib, Iliana Mladenova & John Bolten. (2018) Leveraging the Google Earth Engine for Drought Assessment Using Global Soil Moisture Data. Remote Sensing 10:8, pages 1265.
Crossref
Dong He, Guihua Yi, Tingbin Zhang, Jiaqing Miao, Jingji Li & Xiaojuan Bie. (2018) Temporal and Spatial Characteristics of EVI and Its Response to Climatic Factors in Recent 16 years Based on Grey Relational Analysis in Inner Mongolia Autonomous Region, China. Remote Sensing 10:6, pages 961.
Crossref
Chao Fan, Sergio J. Rey & Soe W. Myint. (2016) Spatially filtered ridge regression (SFRR): A regression framework to understanding impacts of land cover patterns on urban climate. Transactions in GIS 21:5, pages 862-879.
Crossref
Vahagn Muradyan, Garegin Tepanosyan, Shushanik Asmaryan & Armen Sagharelyan. (2017) Studying the dynamics of mountain ecosystems in the context of climate change employing remotely sensed data. Studying the dynamics of mountain ecosystems in the context of climate change employing remotely sensed data.
Maliha Nash, James Wickham, Jay Christensen & Timothy Wade. (2017) Changes in Landscape Greenness and Climatic Factors over 25 Years (1989–2013) in the USA. Remote Sensing 9:3, pages 295.
Crossref
Hassan Khosravi, Ali Azareh, Hadi Eskandari Dameneh, Elham Rafiei Sardoii & Hamed Eskandari Dameneh. (2017) Assessing the effects of the climate change on land cover changes in different time periods. Arabian Journal of Geosciences 10:4.
Crossref
Yufeng Xu, Jing Yang & Yaning Chen. (2015) NDVI-based vegetation responses to climate change in an arid area of China. Theoretical and Applied Climatology 126:1-2, pages 213-222.
Crossref
Senwang Huang & Jiming Kong. (2016) Assessing Land Degradation Dynamics and Distinguishing Human-Induced Changes from Climate Factors in the Three-North Shelter Forest Region of China. ISPRS International Journal of Geo-Information 5:9, pages 158.
Crossref
Jian Sun & Xiaojing Qin. (2016) Precipitation and temperature regulate the seasonal changes of NDVI across the Tibetan Plateau. Environmental Earth Sciences 75:4.
Crossref
Hongxia Luo, Lingling Wang, Jihua Fang, Yuping Li, Hailiang Li & Shengpei Dai. 2016. Geo-Informatics in Resource Management and Sustainable Ecosystem. Geo-Informatics in Resource Management and Sustainable Ecosystem 336 344 .
Jian Peng, You Li, Lu Tian, Yanxu Liu & Yanglin Wang. (2015) Vegetation Dynamics and Associated Driving Forces in Eastern China during 1999–2008. Remote Sensing 7:10, pages 13641-13663.
Crossref
Lin Zhu, Huili Gong, Zhenxue Dai, Tingbao Xu & Xiaosi Su. (2015) An integrated assessment of the impact of precipitation and groundwater on vegetation growth in arid and semiarid areas. Environmental Earth Sciences 74:6, pages 5009-5021.
Crossref
Worku Zewdie & E. Csaplovics. Evaluation of rainfall and NDVI anomalies using distributed lag models. Evaluation of rainfall and NDVI anomalies using distributed lag models.
Qinchuan Xin, Mark Broich, Peng Zhu & Peng Gong. (2015) Modeling grassland spring onset across the Western United States using climate variables and MODIS-derived phenology metrics. Remote Sensing of Environment 161, pages 63-77.
Crossref
Yu Zhou, Li Zhang, Rasmus Fensholt, Kun Wang, Irina Vitkovskaya & Feng Tian. (2015) Climate Contributions to Vegetation Variations in Central Asian Drylands: Pre- and Post-USSR Collapse. Remote Sensing 7:3, pages 2449-2470.
Crossref
Yanling Sun, Yanli Yang, Yue Zhang & Zhongliang Wang. (2015) Assessing vegetation dynamics and their relationships with climatic variability in northern China. Physics and Chemistry of the Earth, Parts A/B/C 87-88, pages 79-86.
Crossref
Yanling Sun, Yanli Yang, Li Zhang & Zhongliang Wang. (2015) The relative roles of climate variations and human activities in vegetation change in North China. Physics and Chemistry of the Earth, Parts A/B/C 87-88, pages 67-78.
Crossref
Yingxin Gu, Bruce K. Wylie & Daniel M. Howard. (2015) Estimating switchgrass productivity in the Great Plains using satellite vegetation index and site environmental variables. Ecological Indicators 48, pages 472-476.
Crossref
Qianqian Li, Yueming Hu, Feixiang Chen, Jinfeng Wang, Zhenhua Liu & Zhizhong Zhao. (2014) Environmental controls on cultivated soybean phenotypic traits across China. Agriculture, Ecosystems & Environment 192, pages 12-18.
Crossref
Yuyu Zhou, Yeqiao Wang, Arthur J. Gold, Peter V. August & Thomas B. Boving. (2013) Assessing impact of urban impervious surface on watershed hydrology using distributed object-oriented simulation and spatial regression. GeoJournal 79:2, pages 155-166.
Crossref
Filiz Bektaş Balçik. (2013) Determining the impact of urban components on land surface temperature of Istanbul by using remote sensing indices. Environmental Monitoring and Assessment 186:2, pages 859-872.
Crossref
Rajkumar Dhakar, Vinay Kumar Sehgal & Sanatan Pradhan. (2013) Study on inter-seasonal and intra-seasonal relationships of meteorological and agricultural drought indices in the Rajasthan State of India. Journal of Arid Environments 97, pages 108-119.
Crossref
Pei-Ling Lin & Nathaniel Brunsell. (2013) Assessing Regional Climate and Local Landcover Impacts on Vegetation with Remote Sensing. Remote Sensing 5:9, pages 4347-4369.
Crossref
X. W. Chuai, X. J. Huang, W. J. Wang & G. Bao. (2012) NDVI, temperature and precipitation changes and their relationships with different vegetation types during 1998–2007 in Inner Mongolia, China. International Journal of Climatology 33:7, pages 1696-1706.
Crossref
Shaohua Liu, DengHua Yan, XiaoLiang Shi, Gang Wang, Zhe Yuan & Jun Yin. 2013. Geo-Informatics in Resource Management and Sustainable Ecosystem. Geo-Informatics in Resource Management and Sustainable Ecosystem 370 380 .
Yang Gao, Jiao Huang, Shuang Li & Shuangcheng Li. (2012) Spatial pattern of non-stationarity and scale-dependent relationships between NDVI and climatic factors—A case study in Qinghai-Tibet Plateau, China. Ecological Indicators 20, pages 170-176.
Crossref
Emil Bayramov, Manfred F. Buchroithner & Eileen McGurty. (2011) Determination of main climate and ground factors controlling vegetation cover regrowth along oil and gas pipelines using multiple, spatial and geographically weighted regression procedures. Environmental Earth Sciences 66:7, pages 2047-2062.
Crossref
Hanchen Duan, Changzhen Yan, Atsushi Tsunekawa, Xiang Song, Sen Li & Jiali Xie. (2011) Assessing vegetation dynamics in the Three-North Shelter Forest region of China using AVHRR NDVI data. Environmental Earth Sciences 64:4, pages 1011-1020.
Crossref
Shuangcheng Li, Zhiqiang Zhao, Yang Wang & Yanglin Wang. (2011) Identifying spatial patterns of synchronization between NDVI and climatic determinants using joint recurrence plots. Environmental Earth Sciences 64:3, pages 851-859.
Crossref
Philippe Choler, William Sea & Ray Leuning. (2010) A Benchmark Test for Ecohydrological Models of Interannual Variability of NDVI in Semi-arid Tropical Grasslands. Ecosystems 14:2, pages 183-197.
Crossref
Meng Qi Hu, Fei Mao, Han Sun & Ying Yu Hou. (2011) Study of normalized difference vegetation index variation and its correlation with climate factors in the three-river-source region. International Journal of Applied Earth Observation and Geoinformation 13:1, pages 24-33.
Crossref
Kun Mao, Manchun Li, Chong Chen, Qiuhao Huang, Zhenjie Chen, Feixue Li & Dong Chen. (2010) Estimating relationships between NDVI and climate change in Guizhou Province, Southwest China. Estimating relationships between NDVI and climate change in Guizhou Province, Southwest China.
Fang Huang & Ping Wang. (2010) Vegetation change of ecotone in west of Northeast China plain using time-series remote sensing data. Chinese Geographical Science 20:2, pages 167-175.
Crossref
P. Choler, W. Sea, P. Briggs, M. Raupach & R. Leuning. (2010) A simple ecohydrological model captures essentials of seasonal leaf dynamics in semi-arid tropical grasslands. Biogeosciences 7:3, pages 907-920.
Crossref
. (2013) Observational Evidence of the Impact of Vegetation Cover on Surface Air Temperature Change in China. Chinese Journal of Geophysics 53:2, pages 261-269.
Crossref
Stefan Erasmi, Pavel Propastin, Martin Kappas & Oleg Panferov. (2009) Spatial Patterns of NDVI Variation over Indonesia and Their Relationship to ENSO Warm Events during the Period 1982–2006. Journal of Climate 22:24, pages 6612-6623.
Crossref
Habib Aziz Salim, Xiaoling Chen & Jianya Gong. (2007) Analysis of Sudan Vegetation Dynamics Using NOAA-AVHRR NDVI Data from 1982-1993. Asian Journal of Earth Sciences 1:1, pages 1-15.
Crossref
Rex J. RowleyPhD CandidPhD Candid, Kevin P. PriceProfessorProfessor & Jude H. KastensSenior ResSenior Res. (2007) Remote Sensing and the Rancher: Linking Rancher Perception and Remote Sensing. Rangeland Ecology & Management 60:4, pages 359-368.
Crossref
Zhihui Gu, Jin Chen, Peijun Shi & Ming Xu. (2007) Correlation analysis of Normalized Different Vegetation Index (NDVI) difference series and climate variables in the Xilingole steppe, China from 1983 to 1999. Frontiers of Biology in China 2:2, pages 218-228.
Crossref
Gregory S. Okin. (2007) Relative spectral mixture analysis — A multitemporal index of total vegetation cover. Remote Sensing of Environment 106:4, pages 467-479.
Crossref
L. Martyniak, K. Dabrowska-Zielinska, R. Szymczyk & M. Gruszczynska. (2007) Validation of satellite-derived soil-vegetation indices for prognosis of spring cereals yield reduction under drought conditions – Case study from central-western Poland. Advances in Space Research 39:1, pages 67-72.
Crossref
P. Propastin & N. Muratova. (2006) Spatial Non-stationarity and Time-dependency in the Relationship between NOAA-AVHRR NDVI and Climatic Determinants: Sensitivity to Landuse/Landcover Change. Spatial Non-stationarity and Time-dependency in the Relationship between NOAA-AVHRR NDVI and Climatic Determinants: Sensitivity to Landuse/Landcover Change.
Yong Zha, Jay Gao & Ying Zhang. (2005) Grassland productivity in an alpine environment in response to climate change. Area 37:3, pages 332-340.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.