Skip to main content

2016 | OriginalPaper | Buchkapitel

NDVI, Temperature and Precipitation Variables and Their Relationships in Hainan Island from 2001 to 2014 Based on MODIS NDVI

verfasst von : Hongxia Luo, Lingling Wang, Jihua Fang, Yuping Li, Hailiang Li, Shengpei Dai

Erschienen in: Geo-Informatics in Resource Management and Sustainable Ecosystem

Verlag: Springer Berlin Heidelberg

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper, we analyzed inter-annual variations of NDVI and their relationship with climate variables (temperature and precipitation) between 2001 and 2014 in Hainan island. Temporal response characteristics of NDVI-temperature and NDVI-precipitation was analyzed in spring, summer, autumn and winter based on the MODIS NDVI data and daily temperature and precipitation data from 2001 to 2014. The result indicated that the monthly and seasonal NDVI increased significantly over the study period. The mean monthly NDVI reached maximum value in August, and the mean monthly NDVI value was 0.785. The appearance of the largest mean monthly NDVI trend (February) lagged behind that of the largest temperature (May) trend by three months. The response of vegetation NDVI to temperature was more pronounced than to precipitation in the whole year. The maximum response of NDVI to the variation of temperature on the whole had not lag, while the maximum response of NDVI to the variation of precipitation had a lag of about 48 days.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Cui, L.L., Shi, J.: Temporal and spatial response of vegetation NDVI to temperature and precipitation in eastern China. J. Geogr. Sci. 20(2), 163–176 (2010)CrossRef Cui, L.L., Shi, J.: Temporal and spatial response of vegetation NDVI to temperature and precipitation in eastern China. J. Geogr. Sci. 20(2), 163–176 (2010)CrossRef
2.
Zurück zum Zitat Habib, A.S., Chen, X.L., Gong, J.Y.: Analysis of Sudan vegetation dynamics using NOAA-AVHRR NDVI data from 1982-1993. Asian J. Earth Sci. 1(1), 1–15 (2008) Habib, A.S., Chen, X.L., Gong, J.Y.: Analysis of Sudan vegetation dynamics using NOAA-AVHRR NDVI data from 1982-1993. Asian J. Earth Sci. 1(1), 1–15 (2008)
3.
Zurück zum Zitat Zhang, G.L., Xu, X.L., Zhou, C.P., et al.: Responses of grassland vegetation to climatic variations on different temporal scales in Hulun Buir Grassland in the past 30 years. J. Geogr. Sci. 21(4), 634–650 (2011)CrossRef Zhang, G.L., Xu, X.L., Zhou, C.P., et al.: Responses of grassland vegetation to climatic variations on different temporal scales in Hulun Buir Grassland in the past 30 years. J. Geogr. Sci. 21(4), 634–650 (2011)CrossRef
4.
Zurück zum Zitat Schloss, A.L.: Comparing global models of terrestrial net primary productivity(NPP): comparison of NPP to climate and the normalized difference vegetation index(NDVI). Global Change Biol. 5, 25–34 (1999)CrossRef Schloss, A.L.: Comparing global models of terrestrial net primary productivity(NPP): comparison of NPP to climate and the normalized difference vegetation index(NDVI). Global Change Biol. 5, 25–34 (1999)CrossRef
5.
Zurück zum Zitat Fang, J.Y., Piao, S.L., He, J.S., et al.: Increasing terrestrial vegetation activity in China, 1982–1999. Sci. China 47, 229–240 (2004) Fang, J.Y., Piao, S.L., He, J.S., et al.: Increasing terrestrial vegetation activity in China, 1982–1999. Sci. China 47, 229–240 (2004)
6.
Zurück zum Zitat Ji, L., Peters, A.J.: A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern great plains. Int. J. Remote Sens. 25, 297–311 (2004)CrossRef Ji, L., Peters, A.J.: A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern great plains. Int. J. Remote Sens. 25, 297–311 (2004)CrossRef
7.
Zurück zum Zitat Guo, N., Zhu, Y.J., Wang, J.M., Deng, C.P.: The relationship between NDVI and climate elements for 22 years in different vegetation areas of Northeast China. Chin. J. Plant Ecol. 32(2), 319–327 (2008) Guo, N., Zhu, Y.J., Wang, J.M., Deng, C.P.: The relationship between NDVI and climate elements for 22 years in different vegetation areas of Northeast China. Chin. J. Plant Ecol. 32(2), 319–327 (2008)
8.
Zurück zum Zitat Luo, L., Wang, Z.M., Song, K.S., et al.: Research on the correlation between NDVI and climatic factors of different vegetation in the northeast China. Xibei Zhiwu Xuebao 29(4), 800–808 (2009) Luo, L., Wang, Z.M., Song, K.S., et al.: Research on the correlation between NDVI and climatic factors of different vegetation in the northeast China. Xibei Zhiwu Xuebao 29(4), 800–808 (2009)
9.
Zurück zum Zitat Chuai, X.W., Huang, X.J., Wang, W.J., et al.: NDVI, temperature and precipitation changes and their relationship with different vegetation types during 1998–2007 in Inner Mongolia. China. Int. J. climatology. 33, 1696–1706 (2012)CrossRef Chuai, X.W., Huang, X.J., Wang, W.J., et al.: NDVI, temperature and precipitation changes and their relationship with different vegetation types during 1998–2007 in Inner Mongolia. China. Int. J. climatology. 33, 1696–1706 (2012)CrossRef
11.
Zurück zum Zitat Holben, B.N.: Characteristics of maximum-value composite images from temporal AVHRR data. Int. J. Remote Sens. 7, 1417–1434 (1986)CrossRef Holben, B.N.: Characteristics of maximum-value composite images from temporal AVHRR data. Int. J. Remote Sens. 7, 1417–1434 (1986)CrossRef
12.
Zurück zum Zitat Mao, D.H., Wang, Z.M., Luo, L., et al.: Intergrating AVHRR and MODIS data to monitor changes and their relationships with climatic parameters in northeast China. Int. J. Appl. Earth Obs. Geoinformation 18, 528–536 (2012)CrossRef Mao, D.H., Wang, Z.M., Luo, L., et al.: Intergrating AVHRR and MODIS data to monitor changes and their relationships with climatic parameters in northeast China. Int. J. Appl. Earth Obs. Geoinformation 18, 528–536 (2012)CrossRef
13.
Zurück zum Zitat Okin, G.S., Murray, B., Schlesinger, W.H.: Degradation of sandy arid shrubland environments: observations, process modeling, and management implications. J. Arid Environ. 47(2), 123–144 (2001)CrossRef Okin, G.S., Murray, B., Schlesinger, W.H.: Degradation of sandy arid shrubland environments: observations, process modeling, and management implications. J. Arid Environ. 47(2), 123–144 (2001)CrossRef
14.
Zurück zum Zitat Ding, M.J., Zhang, Y.L., Liu, L.S., et al.: The relationship between NDVI and precipitation on the Tibetan Plateau. J. Geophys. Sci. 17(3), 259–268 (2007) Ding, M.J., Zhang, Y.L., Liu, L.S., et al.: The relationship between NDVI and precipitation on the Tibetan Plateau. J. Geophys. Sci. 17(3), 259–268 (2007)
15.
Zurück zum Zitat Nicholson, S.E., Davenport, M.L., Malo, A.R.: A comparison of the vegetation responses to rainfall in the Sahel and east Africa, using normalized difference vegetation index from NOAA AVHARR. Clim. Change 17, 209–241 (1990)CrossRef Nicholson, S.E., Davenport, M.L., Malo, A.R.: A comparison of the vegetation responses to rainfall in the Sahel and east Africa, using normalized difference vegetation index from NOAA AVHARR. Clim. Change 17, 209–241 (1990)CrossRef
16.
Zurück zum Zitat Dehua, M., Zongming, W., Ling, L., Chunying, R.: Integrating AVHARR and MODIS data to monitor NDVI changes and their relationships with climatic paramenters in Northeast China. Int. J. Appl. Obs. Geoinformation 18, 528–536 (2012)CrossRef Dehua, M., Zongming, W., Ling, L., Chunying, R.: Integrating AVHARR and MODIS data to monitor NDVI changes and their relationships with climatic paramenters in Northeast China. Int. J. Appl. Obs. Geoinformation 18, 528–536 (2012)CrossRef
17.
Zurück zum Zitat Li, B., Tao, S., Dawson, R.W.: Relations between AVHRR NDVI and eco-climatic paramenters in China. Int. J. Remote Sens. 23(5), 989–999 (2002)CrossRef Li, B., Tao, S., Dawson, R.W.: Relations between AVHRR NDVI and eco-climatic paramenters in China. Int. J. Remote Sens. 23(5), 989–999 (2002)CrossRef
18.
Zurück zum Zitat Piao, S.L., Fang J.Y., Zhou, L.M., et al.: Interannual variations of monthly and seasonal Normalized Difference Vegetation Index (NDVI) in China form 1982 to 1999. J. Geophys. Res. 108(D14), 4401–4413 (2003) Piao, S.L., Fang J.Y., Zhou, L.M., et al.: Interannual variations of monthly and seasonal Normalized Difference Vegetation Index (NDVI) in China form 1982 to 1999. J. Geophys. Res. 108(D14), 4401–4413 (2003)
Metadaten
Titel
NDVI, Temperature and Precipitation Variables and Their Relationships in Hainan Island from 2001 to 2014 Based on MODIS NDVI
verfasst von
Hongxia Luo
Lingling Wang
Jihua Fang
Yuping Li
Hailiang Li
Shengpei Dai
Copyright-Jahr
2016
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-49155-3_34

Neuer Inhalt