502
Views
38
CrossRef citations to date
0
Altmetric
Original Articles

Temporal and spatial patterns of NDVI and their relationship to precipitation in the Loess Plateau of China

, , , , &
Pages 1943-1958 | Received 27 Mar 2008, Accepted 17 Nov 2008, Published online: 28 Apr 2010

References

  • Boles , S.H. , Xiao , X.M. , Liu , J.Y. , Zhang , Q.Y. , Munkhtuya , S. , Chen , S.Q. and Ojima , D. 2004 . Land cover characterization of Temperate East Asia using multi-temporal VEGETATION sensor data . Remote Sensing of Environment , 90 : 477 – 489 .
  • Briggs , M.K. and Knops , A.K. 1995 . Interannual variability in primary production in tallgrass prairie: climate, soil moisture, topographic position, and fire as determinant of above ground biomass . American Journal of Botany , 82 : 1024 – 1030 .
  • Cakir , H.I. , Khorram , S. and Nelson , S.A.C. 2006 . Correspondence analysis for detecting land cover change . Remote Sensing of Environment , 102 : 306 – 317 .
  • Chamaille-Jammes , S. , Fritz , H. and Murindagomo , F. 2006 . Spatial patterns of the NDVI–rainfall relationship at the seasonal and interannual time scales in an African savanna . International Journal of Remote Sensing , 27 : 5185 – 5200 .
  • Chen , L.D. , Messing , I. , Zhang , S.R. , Fu , B.J. and Ledin , S. 2003 . Land use evaluation and scenario analysis towards sustainable planning on the Loess Plateau in China – case study in a small catchment . Catena , 54 : 303 – 316 .
  • Chen , X.Q. and Pan , W.F. 2002 . Relationships among phenological growing season, time-integrated normalized difference vegetation index and climate forcing in the temperate region of eastern China . International Journal of Climatology , 22 : 1781 – 1792 .
  • Davenport , M.L. and Nicholson , S.E. 1993 . On the relation between rainfall and the Normalized Difference Vegetation Index for diverse vegetation types in East Africa . International Journal of Remote Sensing , 14 : 2369 – 2389 .
  • Eastman , J.R. and Fulk , M. 1993 . Long sequence time series evaluation using standardized principal components . Photogrammetric Engineering and Remote Sensing , 59 : 1307 – 1312 .
  • Gurgel , H.C. and Ferreira , N.J. 2003 . Annual and interannual variability of NDVI in Brazil and its connections with climate . International Journal of Remote Sensing , 24 : 3595 – 3609 .
  • Hall-Beyer , M. 2003 . Comparison of single-year and multiyear NDVI time series principal components in cold temperate biomes . IEEE Transactions on Geoscience and Remote Sensing , 41 : 2568 – 2574 .
  • Hardiman , R.T. , Lacey , R. and Yang , M. 1990 . Use of cluster analysis for identification and classification of farming systems in Qingyang County, Central North China . Agricultural Systems , 33 : 115 – 125 .
  • Hessel , R. , Messing , I. , Chen , L.D. , Ritsema , C. and Stolte , J. 2003 . Soil erosion simulations of land use scenarios for a small Loess Plateau catchment . Catena , 54 : 289 – 302 .
  • Hijmans , R.J. , Cameron , S.E. , Parra , J.L. , Jones , P.G. and Jarvis , A. 2005 . Very high resolution interpolated climate surfaces for global land areas . International Journal of Climatology , 25 : 1965 – 1978 .
  • Hirosawa , Y. , Marsh , S.E. and Kliman , D.H. 1996 . Application of standardized principal component analysis to land-cover characterization using multitemporal AVHRR data . Remote Sensing of Environment , 58 : 267 – 281 .
  • Huang , M.B. , Shao , M.G. , Zhang , L. and Li , Y.S. 2003 . Water use efficiency and sustainability of different long-term crop rotation systems in the Loess Plateau of China . Soil & Tillage Research , 72 : 95 – 104 .
  • Hutchinson , M.F. 1995 . Interpolating mean rainfall using thin plate smoothing splines . International Journal of Geographical Information Science , 9 : 385 – 403 .
  • In , S.Q. and Xie , Y. 2005 . Spatial variations and seasonal distributions of rainfall erosivity on the Loess Plateau [in Chinese] . Bulletin of Soil and Water Conservation , 25 : 29 – 33 .
  • Ji , L. and Peters , A.J. 2003 . Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices . Remote Sensing of Environment , 87 : 85 – 98 .
  • Jing , K. and Chen , Y.Z. 1983 . Preliminary studies on the erosion environment background and soil erosion rates in the Loess Plateau [in Chinese] . Geographical Research , 2 : 7 – 10 .
  • Jobbagy , E.G. , Sala , O.E. and Paruelo , J.M. 2002 . Patterns and controls of primary production in the Patagonian steppe: a remote sensing approach . Ecology , 83 : 307 – 319 .
  • Kang , S.Z. , Zhang , L. , Song , X.Y. , Zhang , S.H. , Liu , X.Z. , Liang , Y.L. and Zheng , S.Q. 2001 . Runoff and sediment loss responses to rainfall and land use in two agricultural catchments on the Loess Plateau of China . Hydrological Processes , 15 : 977 – 988 .
  • Kawabata , A. , Ichii , K. and Yamaguchi , Y. 2001 . Global monitoring of interannual changes in vegetation activities using NDVI and its relationships to temperature and precipitation . International Journal of Remote Sensing , 22 : 1377 – 1382 .
  • Kerr , J.T. and Ostrovsky , M. 2003 . From space to species: ecological applications for remote sensing . Trends in Ecology & Evolution , 18 : 299 – 305 .
  • Knight , J.F. , Lunetta , R.S. , Ediriwickrema , J. and Khorrarn , S. 2006 . Regional scale land cover characterization using MODIS-NDVI 250 m multi-temporal imagery: a phenology-based approach . Giscience & Remote Sensing , 43 : 1 – 23 .
  • Lasponara , R. 2006 . On the use of principal component analysis (PCA) for evaluating interannual vegetation anomalies from SPOT/VEGETATION NDVI temporal series . Ecological Modelling , 194 : 429 – 434 .
  • Li , B. , Tao , S. and Dawson , R.W. 2002 . Relations between AVHRR NDVI and ecoclimatic parameters in China . International Journal of Remote Sensing , 23 : 989 – 999 .
  • Li , F.R. , Zhao , S.L. and Geballe , G.T. 2000 . Water use patterns and agronomic performance for some cropping systems with and without fallow crops in a semi-arid environment of northwest China . Agriculture Ecosystems & Environment , 79 : 129 – 142 .
  • Liu , L.L. and Xiao , F.J. 2006 . Spatial–temporal correlations of NDVI with precipitation and temperature in Yellow River Basin [in Chinese] . Chinese Journal of Ecology , 25 : 477 – 481 .
  • Liu , J.Y. , Tian , H. , Liu , M. , Zhuang , D. , Melillo , J.M. and Zhang , Z. 2005 . China's changing landscape during the 1990s: large-scale land transformations estimated with satellite data . Geophysical Research Letters , 32 : L02405 doi:02410.01029/02004GL021649
  • Lunetta , R.S. , Knight , J.F. , Ediriwickrema , J. , Lyon , J.G. and Worthy , L.D. 2006 . Land-cover change detection using multi-temporal MODIS NDVI data . Remote Sensing of Environment , 105 : 142 – 154 .
  • Martiny , N. , Camberlin , P. , Richard , Y. and Philippon , N. 2006 . Compared regimes of NDVI and rainfall in semi-arid regions of Africa . International Journal of Remote Sensing , 27 : 5201 – 5223 .
  • Meng , Q.M. 1996 . Water and Soil Conservation in the Loess Plateau , Zhengzhou : Yellow River Conservancy Press .
  • Mennis , J. 2006 . Exploring the influence of ENSO on African vegetation variability using multidimensional map algebra . Giscience & Remote Sensing , 43 : 352 – 376 .
  • Nicholson , S.E. , Davenport , M.L. and Malo , A.R. 1990 . A comparison of the vegetation response to rainfall in the Sahel and East Africa using normalized difference vegetation index from AVHRR . Climate Change , 17 : 209 – 241 .
  • Paruelo , J.M. , Epstein , H.E. , Lauenroth , W.K. and Burke , I.C. 1997 . ANPP estimates from NDVI for the Central Grassland Region of the United States . Ecology , 78 : 953 – 958 .
  • Paruelo , J.M. and Lauenroth , W.K. 1995 . Regional patterns of normalized difference vegetation index in north American shrublands and grasslands . Ecology , 76 : 1888 – 1898 .
  • Pettorelli , N. , Vik , J.O. , Mysterud , A. , Gaillard , J.M. , Tucker , C.J. and Stenseth , N.C. 2005 . Using the satellite-derived NDVI to assess ecological responses to environmental change . Trends in Ecology & Evolution , 20 : 503 – 510 .
  • Philippon , N. , Jarlan , L. , Martiny , N. , Camberlin , P. and Mougin , E. 2007 . Characterization of the interannual and intraseasonal variability of West African vegetation between 1982 and 2002 by means of NOAA AVHRR NDVI data . Journal of Climate , 20 : 1202 – 1218 .
  • Piao , S. , Mohammat , A. , Fang , J.Y. , Cai , Q. and Feng , J.M. 2006 . NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China . Global Environmental Change-Human and Policy Dimensions , 16 : 340 – 348 .
  • Piao , S.L. , Fang , J.Y. , Ji , W. , Guo , Q.H. , Ke , J.H. and Tao , S. 2004 . Variation in a satellite-based vegetation index in relation to climate in China . Journal of Vegetation Science , 15 : 219 – 226 .
  • Ren , G.Y. 2000 . Decline of the mid- to late Holocene forests in China: climatic change or human impact? . Journal of Quaternary Science , 15 : 273 – 281 .
  • Ren , G.Y. and Beug , H.J. 2002 . Mapping Holocene pollen data and vegetation of China . Quaternary Science Reviews , 21 : 1395 – 1422 .
  • Sala , O.E. , Parton , W.J. , Joyce , L.A. and Lauenroth , W.K. 1988 . Primary production of the central grassland region of the United States . Ecology , 69 : 40 – 45 .
  • Salinas-Zavala , C.A. , Douglas , A.V. and Diaz , H.F. 2002 . Interannual variability of NDVI in northwest Mexico. Associated climatic mechanisms and ecological implications . Remote Sensing of Environment , 82 : 417 – 430 .
  • Schillinger , W.F. , Kennedy , A.C. and Young , D.L. 2007 . Eight years of annual no-till cropping in Washington's winter wheat–summer fallow region . Agriculture Ecosystems & Environment , 120 : 345 – 358 .
  • Shangguan , Z.P. , Peng , K.S. , Lin , P. and Wang , L.C. 1999 . Research on Grain Production and Sustainable Development of Loess Plateau , Xi'an : Shaanxi People Press .
  • Stolte , J. , Ritsema , C. and Bouma , J. 2005 . Developing interactive land use scenarios on the Loess Plateau in China, presenting risk analyses and economic impacts . Agriculture Ecosystems & Environment , 105 : 387 – 399 .
  • Sun , R. , Liu , C.M. and Zhu , Q.J. 2001 . Relationship between the fractional vegetation cover change and rainfall in the Yellow River basin [in Chinese] . Acta Geographica Sinica , 56 : 667 – 672 .
  • Suo , A.N. , Xiong , Y. , Xiong , Y.C. and Ge , J.P. 2007 . Redundancy and deficiency of vegetation in a typical region of the Loess Plateau [in Chinese] . Acta Ecologica Sinica , 27 : 889 – 996 .
  • Suzuki , R. , Xu , J.Q. and Motoya , K. 2006 . Global analyses of satellite-derived vegetation index related to climatological wetness and warmth . International Journal of Climatology , 26 : 425 – 438 .
  • Tucker , C.J. , Townshend , J.R.G. and Goff , T.E. 1985 . African land-cover classification using satellite data . Science , 227 : 369 – 375 .
  • Turner , W. , Spector , S. , Gardiner , N. , Fladeland , M. , Sterling , E. and Steininger , M. 2003 . Remote sensing for biodiversity science and conservation . Trends in Ecology & Evolution , 18 : 306 – 314 .
  • Valentin , C. , Poesen , J. and Li , Y. 2005 . Gully erosion: impacts, factors and control . Catena , 63 : 132 – 153 .
  • Vanacker , V. , Linderman , M. , Lupo , F. , Flasse , S. and Lambin , E. 2005 . Impact of short-term rainfall fluctuation on interannual land cover change in sub-Saharan Africa . Global Ecology and Biogeography , 14 : 123 – 135 .
  • Vezina , K. , Bonn , F. and Van , C.P. 2006 . Agricultural land-use patterns and soil erosion vulnerability of watershed units in Vietnam's northern highlands . Landscape Ecology , 21 : 1311 – 1325 .
  • Wang , J. , Price , K.P. and Rich , P.M. 2001 . Spatial patterns of NDVI in response to precipitation and temperature in the central Great Plains . International Journal of Remote Sensing , 22 : 3827 – 3844 .
  • Wang , J. , Rich , P.M. and Price , K.P. 2003 . Temporal responses of NDVI to precipitation and temperature in the central Great Plains, USA . International Journal of Remote Sensing , 24 : 2345 – 2364 .
  • Wang , L. , Shao , M. , Wang , Q.J. and Gale , W.J. 2006 . Historical changes in the environment of the Chinese Loess Plateau . Environmental Science & Policy , 9 : 675 – 684 .
  • Wei , J. , Zhou , J. , Tian , J.L. , He , X.B. and Tang , K.L. 2006 . Decoupling soil erosion and human activities on the Chinese Loess Plateau in the 20th century . Catena , 68 : 10 – 15 .
  • Wei , W. , Chen , L.D. , Fu , B.J. , Huang , Z.L. , Wu , D.P. and Gui , L.D. 2007 . The effect of land uses and rainfall regimes on runoff and soil erosion in the semi-arid loess hilly area, China . Journal of Hydrology , 335 : 247 – 258 .
  • Wu , J.G. and Hobbs , R. 2002 . Key issues and research priorities in landscape ecology: An idiosyncratic synthesis . Landscape Ecology , 17 : 355 – 365 .
  • Xin , Z.B. , Xu , J.X. and Zheng , W. 2007 . Spatiotemporal variations of vegetation cover on the Chinese Loess Plateau (1981–2006): impacts of climate changes and human activities . Science in China Series D: Earth Sciences , 51 : 67 – 78 .
  • Xu , J.X. 2005 . Precipitation–vegetation coupling and its influence on erosion on the Loess Plateau, China . Catena , 64 : 103 – 116 .
  • Yang , S.T. , Liu , C.M. and Sun , R. 2002 . The vegetation cover change over last 20 years in the Yellow river basin [in Chinese] . Acta Geographica Sinica , 57 : 679 – 684 .
  • Zhang , J.Y. , Dong , W.J. , Fu , C.B. and Wu , L.Y. 2003 . The influence of vegetation cover on summer precipitation in China: a statistical analysis of NDVI and climate data . Advances in Atmospheric Sciences , 20 : 1002 – 1006 .
  • Zhang , P. , Anderson , B. and Barlow , M. 2004 . Climate-related vegetation characteristics derived from Moderate Resolution Imaging Spectroradiometer (MODIS) leaf area index and normalized difference vegetation index . Journal of Geophysical Research , 109 : D20105 doi:20110.21029/22004JD004720
  • Zhang , X.B. and An , Z.S. 1994 . Relationship between forests and loess thicknesses in the Loess Plateau [in Chinese] . Bulletin of Soil and Water Conservation , 14 : 1 – 4 .
  • Zheng , F.L. 2006 . Effect of vegetation changes on soil erosion on the Loess Plateau . Pedosphere , 16 : 420 – 427 .
  • Zhou , Z.C. , Shangguan , Z.P. and Zhao , D. 2006 . Modeling vegetation coverage and soil erosion in the Loess Plateau Area of China . Ecological Modelling , 198 : 263 – 268 .

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.