PL EN


Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
2017 | 26 | 4 |
Tytuł artykułu

Spatiotemporal variations of growing-season NDVI associated with climate change in northeastern China’s permafrost zone

Autorzy
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Vegetation is an essential component of terrestrial ecosystems, and it plays an important role in regulating climate change, the carbon cycle, and energy exchange. And permafrost is extremely sensitive to climate change. In particular, aboveground vegetation on permafrost has great sensitivity to that change. The permafrost zone of northeastern China, within middle and high latitudes of the northern hemisphere, is the second-largest region of permafrost in China. It is at the southern edge of the Eurasian cryolithozone. This study analyzes growing-season spatiotemporal variation of the normalization difference vegetation index (NDVI) in this permafrost zone and the correlation between NDVI and climate variables during 1981-2014. Mean growing-season NDVI significantly increased by 0.0028 yr⁻¹ over the entire permafrost zone. The spatial dynamics of vegetation cover in the zone had strong heterogeneity on the pixel scale. Pixels that showed increasing trends accounted for 80% of the permafrost area, and were mostly found in the permafrost zone with the exception of western steppe regions. Pixels that showed decreasing trends (approximately 20% of the permafrost area) were mainly in the cultivated and steppe portions of the study area. Our results indicated that temperature was the dominant influence on vegetation growth during the growing season in most permafrost zones.
Słowa kluczowe
EN
Wydawca
-
Rocznik
Tom
26
Numer
4
Opis fizyczny
p.1521-1529,fig.,ref.
Twórcy
autor
  • CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, No. 72, Wenhua Road, 110016, Shenyang, China
  • University of Chinese Academy of Sciences, No. 19, Yuquan Road, 100049, Beijing, China
autor
  • CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, No. 72, Wenhua Road, 110016, Shenyang, China
autor
  • CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, No. 72, Wenhua Road, 110016, Shenyang, China
autor
  • CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, No. 72, Wenhua Road, 110016, Shenyang, China
  • University of Chinese Academy of Sciences, No. 19, Yuquan Road, 100049, Beijing, China
autor
  • CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, No. 72, Wenhua Road, 110016, Shenyang, China
  • University of Chinese Academy of Sciences, No. 19, Yuquan Road, 100049, Beijing, China
autor
  • CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, No. 72, Wenhua Road, 110016, Shenyang, China
Bibliografia
  • 1. ANDERSON R.G., CANADELL J.G., RANDERSON J.T., JACKSON R.B., HUNGATE B.A., BALDOCCHI D.D., BAN-WEISS G.A., BONAN G.B., CALDEIRA K., CAO L., DIFFENBAUGH N.S., GURNEY K.R., KUEPPERS L.M., LAW B.E., LUYSSAERT S., O’HALLORAN T.L. Biophysical considerations in forestry for climate protection. Front. in Ecol. Environ. 9, 174, 2011.
  • 2. BALLING R.C., KLOPATEK J.M., HILDEBRANDT M.L., MORITZ C.K., WATTS C.J. Impacts of land degradation on historical temperature records from the sonoran desert. Climatic Change 40, 669, 1998.
  • 3. JACKSON R.B., RANDERSON J.T., CANADELL J.G., ANDERSON R.G., AVISSAR R., BALDOCCHI D.D., BONAN G.B., CALDEIRA K., DIFFENBAUGH N.S., FIELD C.B., HUNGATE B.A., JOBBAGY E.G., KUEPPERS L.M., NOSETTO M.D., PATAKI D.E. Protecting climate with forests. Environ. Res. Lett. 3, 044006, 2008.
  • 4. SCHWALM C.R., WILLIAMS C.A., SCHAEFER K., ARNETH A., BONAL D., BUCHMANN N., CHEN J., LAW B.E., LINDROTH A., LUYSSAERT S., REICHSTEIN M., RICHARDSON A.D. Assimilation exceeds respiration sensitivity to drought: A fluxnet synthesis. Global Change Biol. 16, 657, 2010.
  • 5. ICHII K., KAWABATA A., YAMAGUCHI Y. Global correlation analysis for NDVI and climatic variables and NDVI trends: 1982-1990. Int. J. Remote Sens. 23, 3873, 2002.
  • 6. JIANG D.J., FU X.F., WANG K. Vegetation dynamics and their response to freshwater inflow and climate variables in the yellow river delta, china. Quatern. Int. 304, 75, 2013.
  • 7. SARKAR S., KAFATOS M. Interannual variability of vegetation over the Indian sub-continent and its relation to the different meteorological parameters. Remote Sens. Environ. 90, 268, 2004.
  • 8. ZHONG L., MA Y.M., SALAMA M.S., SU Z.B. Assessment of vegetation dynamics and their response to variations in precipitation and temperature in the tibetan plateau. Climatic Change 103, 519, 2010.
  • 9. BROWN M.E., DE BEURS K., VRIELING A. The response of african land surface phenology to large scale climate oscillations. Remote Sens. Environ. 114, 2286, 2010.
  • 10. CHEN X.Q., HU B., YU R. Spatial and temporal variation of phenological growing season and climate change impacts in temperate eastern china. Global Change Biol. 11, 1118, 2005.
  • 11. CONG N., WANG T., NAN H.J., MA Y.C., WANG X.H., MYNENI R.B., PIAO S.L. Changes in satellite-derived spring vegetation green-up date and its linkage to climate in china from 1982 to 2010: A multimethod analysis. Global Change Biol. 19, 881, 2013.
  • 12. LIU Q., FU Y.S.H., ZENG Z.Z., HUANG M.T., LI X.R., PIAO S.L. Temperature, precipitation, and insolation effects on autumn vegetation phenology in temperate china. Global Change Biol. 22, 644, 2016.
  • 13. MOULIN S., KERGOAT L., VIOVY N., DEDIEU G. Global-scale assessment of vegetation phenology using noaa/avhrr satellite measurements. J. Climate 10, 1154, 1997.
  • 14. ANAV A., FRIEDLINGSTEIN P., BEER C., CIAIS P., HARPER A., JONES C., MURRAY-TORTAROLO G., PAPALE D., PARAZOO N.C., PEYLIN P., PIAO S.L., SITCH S., VIOVY N., WILTSHIRE A., ZHAO M.S. Spatiotemporal patterns of terrestrial gross primary production: A review. Rev. Geophys. 53, 785, 2015.
  • 15. MELILLO J.M., MCGUIRE A.D., KICKLIGHTER D.W., MOORE B., VOROSMARTY C.J., SCHLOSS A.L. Global climate change and terrestrial net primary production. Nature 363, 234, 1993.
  • 16. NEMANI R.R., KEELING C.D., HASHIMOTO H., JOLLY W.M., PIPER S.C., TUCKER C.J., MYNENI R.B., RUNNING S.W. Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 300, 1560, 2003.
  • 17. PIAO S.L., FANG J.Y., ZHOU L.M., ZHU B., TAN K., TAO S. Changes in vegetation net primary productivity from 1982 to 1999 in china. Global Biogeochem. Cy. 19, 19, 2005.
  • 18. PIAO S.L., FANG J.Y., ZHOU L.M., GUO Q.H., HENDERSON M., JI W., LI Y., TAO S. Interannual variations of monthly and seasonal normalized difference vegetation index (NDVI) in china from 1982 to 1999. J. Geophys. Res. 108, 13, 2003.
  • 19. STOW D.A., HOPE A., MCGUIRE D., VERBYLA D., GAMON J., HUEMMRICH F., HOUSTON S., RACINE C., STURM M., TAPE K., HINZMAN L., YOSHIKAWA K., TWEEDIE C., NOYLE B., SILAPASWAN C., DOUGLAS D., GRIFFITH B., JIA G., EPSTEIN H., WALKER D., DAESCHNER S., PETERSEN A., ZHOU L., MYNENI R. Remote sensing of vegetation and land-cover change in arctic tundra ecosystems. Remote Sens. Environ. 89, 281, 2004.
  • 20. SUN W.Y., SONG X.Y., MU X.M., GAO P., WANG F., ZHAO G.G. Spatiotemporal vegetation cover variations associated with climate change and ecological restoration in the loess plateau. Agr. Forest Meteorol. 209, 87, 2015.
  • 21. XIN Z.B., XU J.X., ZHENG W. Spatiotemporal variations of vegetation cover on the chinese loess plateau (1981-2006): Impacts of climate changes and human activities. Sci. China Ser. D 51, 67, 2008.
  • 22. YANG Y., XU J.H., HONG Y.L., LV G.G. The dynamic of vegetation coverage and its response to climate factors in inner mongolia, china. Stoch. Environ. Res. Risk Assess. 26, 357, 2012.
  • 23. DONG J.R., KAUFMANN R.K., MYNENI R.B., TUCKER C.J., KAUPPI P.E., LISKI J., BUERMANN W., ALEXEYEV V., HUGHES M.K. Remote sensing estimates of boreal and temperate forest woody biomass: Carbon pools, sources, and sinks. Remote Sens. Environ. 84, 393, 2003.
  • 24. PARTON W.J., SCURLOCK J.M.O., OJIMA D.S., GILMANOV T.G., SCHOLES R.J., SCHIMEL D.S., KIRCHNER T., MENAUT J.C., SEASTEDT T., MOYA E.G., KAMNALRUT A., KINYAMARIO J.I. Observations and modeling of biomass and soil organic-matter dynamics for the grassland biome worldwide. Global Biogeochem. Cy. 7, 785, 1993.
  • 25. SCHIMEL D.S., HOUSE J.I., HIBBARD K.A., BOUSQUET P., CIAIS P., PEYLIN P., BRASWELL B.H., APPS M.J., BAKER D., BONDEAU A., CANADELL J., CHURKINA G., CRAMER W., DENNING A.S., FIELD C.B., FRIEDLINGSTEIN P., GOODALE C., HEIMANN M., HOUGHTON R.A., MELILLO J.M., MOORE B., MURDIYARSO D., NOBLE I., PACALA S.W., PRENTICE I.C., RAUPACH M.R., RAYNER P.J., SCHOLES R.J., STEFFEN W.L., WIRTH C. Recent patterns and mechanisms of carbon exchange by terrestrial ecosystems. Nature 414, 169, 2001.
  • 26. YANG Z.P., GAO J.X., ZHOU C.P., SHI P.L., ZHAO L., SHEN W.S., OUYANG H. Spatio-temporal changes of NDVI and its relation with climatic variables in the source regions of the yangtze and yellow rivers. J. Geogr. Sci. 21, 979, 2011.
  • 27. LIU X.F., ZHU X.F., LI S.S., LIU Y.X., PAN Y.Z. Changes in growing season vegetation and their associated driving forces in china during 2001-2012. Remote Sens. 7, 15517, 2015.
  • 28. PIAO S.L, WANG X.H., CIAIS P., ZHU B., WANG T., LIU J. Changes in satellite-derived vegetation growth trend in temperate and boreal eurasia from 1982 to 2006. Global Change Biol. 17, 3228, 2011.
  • 29. ZHOU L., TUCKER C.J., KAUFMANN R.K., SLAYBACK D., SHABANOV N.V., MYNENI R.B. Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. J. Geophys. Res. 106, 20069, 2001.
  • 30. WEI Z., JIN H.J., ZHANG J.M., YU S.P., HAN X.J., JI Y.J., HE R.X., CHANG X.L. Prediction of permafrost changes in northeastern china under a changing climate. Sci. China-Earth Sci. 54, 924, 2011.
  • 31. JIN H.J., YU Q.H., LII L.Z., GUO D.X., HE R.X., YU S.P., SUN G.Y., LI Y.W. Degradation of permafrost in the xing’anling mountains, northeastern china. Permafrost Periglacial 18, 245, 2007.
  • 32. FANG J.Y., PIAO S.L., HE J.S., MA W.H. Increasing terrestrial vegetation activity in china, 1982-1999. Sci. China Ser. C-Life Sci. 47, 229, 2004.
  • 33. PIAO S.L., FANG J.Y., JI W., GUO Q.H., KE J.H., TAO S. Variation in a satellite-based vegetation index in relation to climate in china. J. Veg. Sci. 15, 219, 2004.
  • 34. BAO G., QIN Z.H., BAO Y.H., ZHOU Y., LI W.J., SANJJAV A. NDVI-based long-term vegetation dynamics and its response to climatic change in the mongolian plateau. Remote Sens. 6, 8337, 2014.
  • 35. PIAO S.L., FRIEDLINGSTEIN P., CIAIS P., ZHOU L.M., CHEN A.P. Effect of climate and CO2 changes on the greening of the northern hemisphere over the past two decades. Geophys. Res. Lett. 33, L23402, 2006.
  • 36. KIDWELL K.B. Noaa polar orbiter data user’s guide (tiros-n, noaa-6, noaa-7, noaa-8, noaa-9, noaa-10, noaa-11, noaa-12, noaa-13 and noaa-14). National Oceanic and Atmospheric Administration, Washington D.C. 1998. http://www.ncdc.noaa.gov/oa/pod-guide/ncdc/docs/podug/index.htm.
  • 37. PEDELTY J., DEVADIGA S., MASUOKA E., BROWN M., PINZON J., TUCKER C., VERMOTE E., PRINCE S., NAGOL J., JUSTICE C., ROY D., JUNCHANG J., SCHAAF C., JICHENG L., PRIVETTE J., PINHEIRO A. Generating a long-term land data record from the AVHRR and MODIS instruments. IEEE International Geoscience and Remote Sensing Symposium, 2007.
  • 38. FENSHOLT R., PROUD S.R. Evaluation of earth observation based global long term vegetation trends-comparing GIMMS and MODIS global NDVI time series. Remote Sens. Environ. 119, 131, 2012.
  • 39. GUO M., WANG X.F., LI J., YI K.P., ZHONG G.S., TANI H. Assessment of global carbon dioxide concentration using modis and gosat data. Sensors 12, 16368, 2012.
  • 40. SOLANO R., DIDAN, K., JACOBSON, A., & HUETE A. Modis vegetation indices (MOD13) c5 user’s guide. 2010. Available at: http://tbrs.arizona.edu/project/MODIS/UsersGuide.pdf.
  • 41. HOLBEN B.N. Characteristics of maximum-value composite images from temporal AVHRR data. Int. J. Remote Sens. 7, 1417, 1986.
  • 42. HUETE A., JUSTICE C., VAN LEEUWEN W. Modis vegetation index (mod13). Algorithm theoretical basis document. 1999.
  • 43. HUETE A., DIDAN K., MIURA T., RODRIGUEZ E.P., GAO X., FERREIRA L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 83, 195, 2002.
  • 44. MAO D.H., WANG Z.M., LUO L., REN C.Y. Integrating AVHRR and MODIS data to monitor NDVI changes and their relationships with climatic parameters in northeast china. Int. J. Appl. Earth Obs. 18, 528, 2012.
  • 45. STEVEN M.D., MALTHUS T.J., BARET F., XU H., CHOPPING M.J. Intercalibration of vegetation indices from different sensor systems. Remote Sens. Environ. 88, 412, 2003.
  • 46. Editorial board of vegetation map of china, Chinese Academy of Sciences (EBVMC). Vegetation atlas of china, Science Press, beijing, 2001 [In Chinese].
  • 47. LIU X.F., ZHANG J.S., ZHU X.F., PAN Y.Z., LIU Y.X., ZHANG D.H., LIN Z.H. Spatiotemporal changes in vegetation coverage and its driving factors in the three-river headwaters region during 2000-2011. J. Geogr. Sci. 24, 288, 2014.
  • 48. STOW D., DAESCHNER S., HOPE A., DOUGLAS D., PETERSEN A., MYNENI R., ZHOU L., OECHEL W. Variability of the seasonally integrated normalized difference vegetation index across the north slope of alaska in the 1990s. Int. J. Remote Sens. 24, 1111, 2003.
  • 49. HERRMANN S.M., ANYAMBA A., TUCKER C.J. Recent trends in vegetation dynamics in the african sahel and their relationship to climate. Global Environ. Change 15, 394, 2005.
  • 50. MAO D.H., LUO L.L., WANG Z.M., ZHANG C.H., REN C.Y. Variations in net primary productivity and its relationships with warming climate in the permafrost zone of the tibetan plateau. J. Geogr. Sci. 25, 967, 2015.
  • 51. JONG R.D., BRUIN S.D., WIT A.D., SCHAEPMAN M.E., DENT D.L. Analysis of monotonic greening and browning trends from global ndvi time-series. Remote Sens. Environ. 115, 692, 2011.
  • 52. DENG S.F., YANG T.B., ZENG B., ZHU X.F., XU H.J. Vegetation cover variation in the qilian mountains and its response to climate change in 2000-2011. J. Mt. Sci-Engl. 10, 1050, 2013.
  • 53. MYNENI R.B., KEELING C.D., TUCKER C.J., ASRAR G., NEMANI R.R. Increased plant growth in the northern high latitudes from 1981 to 1991. Nature 386, 698, 1997.
  • 54. PENG S.S., CHEN A.P., XU L., CAO C.X., FANG J.Y., MYNENI R.B., PINZON J.E., TUCKER C.J., PIAO S.L. Recent change of vegetation growth trend in china. Environ. Res. Lett. 6, 044027, 2011.
  • 55. TUCKER C.J., SLAYBACK D.A., PINZON J.E., LOS S.O., MYNENI R.B., TAYLOR M.G. Higher northern latitude normalized difference vegetation index and growing season trends from 1982 to 1999. Int. J. Biometeorol. 45, 184, 2001.
  • 56. XU X., CHEN H., LEVY J.K. Spatiotemporal vegetation cover variations in the qinghai-tibet plateau under global climate change. Chinese Sci. Bull. 53, 915, 2008.
  • 57. ZHAO M.S., RUNNING S.W. Drought-induced reduction in global terrestrial net primary production from 2000 through 2009. Science 329, 940, 2010.
  • 58. ZHOU D.W., FAN G.Z., HUANG R.H., FANG Z.F., LIU Y.Q., LI H.Q. Interannual variability of the normalized difference vegetation index on the tibetan plateau and its relationship with climate change. Adv. Atmos. Sci. 24, 474, 2007.
  • 59. RAYNOLDS M.K., WALKER D.A., VERBYLA D., MUNGER C.A. Patterns of change within a tundra landscape: 22-year landsat ndvi trends in an area of the northern foothills of the brooks range, alaska. Arct. Antarct. Alp. Res. 45, 249, 2013.
  • 60. GOETZ S.J., BUNN A.G., FISKE G.J., HOUGHTON R.A. Satellite-observed photosynthetic trends across boreal north america associated with climate and fire disturbance. P. Natl. Acad. Sci. USA. 102, 13521, 2005.
  • 61. PIAO S.L., CIAIS P., HUANG Y., SHEN Z.H., PENG S.S., LI J.S., ZHOU L.P., LIU H.Y., MA Y.C., DING Y.H., FRIEDLINGSTEIN P., LIU C.Z., TAN K., YU Y.Q., ZHANG T.Y., FANG J.Y. The impacts of climate change on water resources and agriculture in china. Nature. 46, 743, 2010.
  • 62. SONG Y., MA M.G. A statistical analysis of the relationship between climatic factors and the normalized difference vegetation index in china. Int. J. Remote Sens. 32, 3947, 2011.
  • 63. FANG J.Y., PIAO S.L., FIELD C.B., PAN Y.D., GUO Q.H., ZHOU L.M., PENG C.H., TAO S. Increasing net primary production in china from 1982 to 1999. Front. Ecol. Environ. 12, 93, 2003.
  • 64. LOTSCH A., FRIEDL M.A., ANDERSON B.T., TUCKER C.J. Response of terrestrial ecosystems to recent northern hemispheric drought. Geophys. Res. Lett. 32, L06705, 2005.
  • 65. MYNENI R.B., DONG J., TUCKER C.J., KAUFMANN R.K., KAUPPI P.E., LISKI J., ZHOU L., ALEXEYEV V., HUGHES M.K. A large carbon sink in the woody biomass of northern forests. P. Natl. Acad. Sci. USA. 98, 14784, 2001.
  • 66. PIAO S.L., NAN H.J., HUNTINGFORD C., CIAIS P., FRIEDLINGSTEIN P., SITCH S., PENG S., AHLSTROM A., CANADELL J.G., CONG N., LEVIS S., LEVY P.E., LIU L.L., LOMAS M.R., MAO J.F., MYNENI R.B., PEYLIN P., POULTER B., SHI X.Y., YIN G.D., VIOVY N., WANG T., WANG X.H., ZAEHLE S., ZENG N., ZENG Z.Z., CHEN A.P. Evidence for a weakening relationship between interannual temperature variability and northern vegetation activity. Nat. Commun. 5, 5018, 2014.
  • 67. JEONG S.J., HO C.H., GIM H.J., BROWN M.E. Phenology shifts at start vs. End of growing season in temperate vegetation over the northern hemisphere for the period 1982-2008. Global Change Biol. 17, 2385, 2011.
  • 68. LOS S.O., COLLATZ G.J., BOUNOUA L., SELLERS P.J., TUCKER C.J. Global interannual variations in sea surface temperature and land surface vegetation, air temperature, and precipitation. J. Climate 14, 1535, 2001.
  • 69. XU L., MYNENI R.B., CHAPIN F.S., III, CALLAGHAN T.V., PINZON J.E., TUCKER C.J., ZHU Z., BI J., CIAIS P., TOMMERVIK H., EUSKIRCHEN E.S., FORBES B.C., PIAO S.L., ANDERSON B.T., GANGULY S., NEMANI R.R., GOETZ S.J., BECK P.S.A., BUNN A.G., CAO C., STROEVE J.C. Temperature and vegetation seasonality diminishment over northern lands. Nat. Clim. Change 3, 581, 2013.
  • 70. FANG J.Y., YODA K. Climate and vegetation in china iii water balance and distribution of vegetation. Ecol. Re. 5, 9, 1990.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.agro-8192d372-0efd-4392-bac6-c48a0c8ba5c5
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.