Spatial and temporal variation of phenological growing season and climate change impacts in temperate eastern China

Using phenological and normalized difference vegetation index (NDVI) data from 1982 to 1993 at seven sample stations in temperate eastern China, we calculated the cumulative frequency of leaf unfolding and leaf coloration dates for deciduous species every 5 days throughout the study period. Then, we determined the growing season beginning and end dates by computing times when 50% of the species had undergone leaf unfolding and leaf coloration for each station year. Next, we used these beginning and end dates of the growing season as time markers to determine corresponding threshold NDVI values on NDVI curves for the pixels overlaying phenological stations. Based on a cluster analysis, we determined extrapolation areas for each phenological station in every year, and then implemented the spatial extrapolation of growing season parameters from the seven sample stations to all possible meteorological stations in the study area. Results show that spatial patterns of growing season beginning and end dates correlate significantly with spatial patterns of mean air temperatures in spring and autumn, respectively. Contrasting with results from similar studies in Europe and North America, our study suggests that there is a significant delay in leaf coloration dates, along with a less pronounced advance of leaf unfolding dates in different latitudinal zones and the whole area from 1982 to 1993. The growing season has been extended by 1.4‐3.6 days per year in the northern zones and by 1.4 days per year across the entire study area on average. The apparent delay in growing season end dates is associated with regional cooling from late spring to summer, while the insignificant advancement in beginning dates corresponds to inconsistent temperature trend changes from late winter to spring. On an interannual basis, growing season beginning and end dates correlate negatively with mean air temperatures from February to April and from May to June, respectively.

[1]  M. D. Fleming,et al.  Characteristics of vegetation phenology over the Alaskan landscape using AVHRR time-series data , 1995, Polar Record.

[2]  M. Cannell,et al.  CLIMATIC WARMING, SPRING BUDBURST AND FROST DAMAGE ON TREES , 1986 .

[3]  C. D. Keeling,et al.  Increased activity of northern vegetation inferred from atmospheric CO2 measurements , 1996, Nature.

[4]  A. A. Romanovsky,et al.  Heat defense control in an experimental heat disorder , 2000, International journal of biometeorology.

[5]  G. Dedieu,et al.  Global-Scale Assessment of Vegetation Phenology Using NOAA/AVHRR Satellite Measurements , 1997 .

[6]  X. Chen,et al.  An analysis of relationships among plant community phenology and seasonal metrics of Normalized Difference Vegetation Index in the northern part of the monsoon region of China , 2001, International journal of biometeorology.

[7]  I. C. Prentice,et al.  Climatic Control of the High-Latitude Vegetation Greening Trend and Pinatubo Effect , 2002, Science.

[8]  Mark D. Schwartz,et al.  Assessing satellite‐derived start‐of‐season measures in the conterminous USA , 2002 .

[9]  A. Fischer A model for the seasonal variations of vegetation indices in coarse resolution data and its inversion to extract crop parameters , 1994 .

[10]  W. Wilhelm,et al.  Growing degree-days: one equation, two interpretations , 1997 .

[11]  A. Menzel Plant Phenological Anomalies in Germany and their Relation to Air Temperature and NAO , 2003 .

[12]  J. A. Romberger Meristems, growth, and development in woody plants , 1963 .

[13]  Mark D. Schwartz,et al.  Changes in North American spring , 2000 .

[14]  M. Domrös,et al.  The climate of China , 1987 .

[15]  A. Erez,et al.  Influence of Prolonged Exposure to Chilling Temperatures on Bud Break and Heat Requirement for Bloom of Several Fruit Species , 1985, Journal of the American Society for Horticultural Science.

[16]  H. Freeland,et al.  Spring phenology trends in Alberta, Canada: links to ocean temperature , 2000, International journal of biometeorology.

[17]  L. Powell THE CHILLING REQUIREMENT IN APPLE AND ITS ROLE IN REGULATING TIME OF FLOWERING IN SPRING IN COLD-WINTER CLIMATES. , 1986 .

[18]  T. Sparks,et al.  An examination of the relationship between flowering times and temperature at the national scale using long-term phenological records from the UK , 2000, International journal of biometeorology.

[19]  M. D. Schwartz,et al.  Determining the growing season of land vegetation on the basis of plant phenology and satellite data in Northern China , 2000, International journal of biometeorology.

[20]  Benoît Duchemin,et al.  Monitoring Phenological Key Stages and Cycle Duration of Temperate Deciduous Forest Ecosystems with NOAA/AVHRR Data , 1999 .

[21]  Annette Menzel,et al.  Growing season extended in Europe , 1999, Nature.

[22]  Jesslyn F. Brown,et al.  Measuring phenological variability from satellite imagery , 1994 .

[23]  D. Lloyd,et al.  A phenological classification of terrestrial vegetation cover using shortwave vegetation index imagery , 1990 .

[24]  S. Running,et al.  A continental phenology model for monitoring vegetation responses to interannual climatic variability , 1997 .

[25]  A. Belward,et al.  The Best Index Slope Extraction ( BISE): A method for reducing noise in NDVI time-series , 1992 .

[26]  Pierre Friedlingstein,et al.  A global prognostic scheme of leaf onset using satellite data , 2000 .

[27]  J. Schaber,et al.  Responses of spring phenology to climate change , 2004 .

[28]  C. Tucker,et al.  Increased plant growth in the northern high latitudes from 1981 to 1991 , 1997, Nature.

[29]  B. Holben Characteristics of maximum-value composite images from temporal AVHRR data , 1986 .

[30]  Koen Kramer,et al.  Phenology and growth of European trees in relation to climate change , 1996 .

[31]  C. Justice,et al.  Analysis of the phenology of global vegetation using meteorological satellite data , 1985 .

[32]  N. L. Bradley,et al.  Phenological changes reflect climate change in Wisconsin. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[33]  Mark D. Schwartz,et al.  Green-wave phenology , 1998, Nature.

[34]  M. Jato,et al.  Pinus pollen in the atmosphere of Vigo and its relationship to meteorological factors , 2000, International journal of biometeorology.

[35]  T. Rötzer,et al.  Response of tree phenology to climate change across Europe , 2001 .

[36]  Xiaoqiu Chen Assessing Phenology at the Biome Level , 2003 .

[37]  G. Yohe,et al.  A globally coherent fingerprint of climate change impacts across natural systems , 2003, Nature.

[38]  A. Strahler,et al.  Climate controls on vegetation phenological patterns in northern mid‐ and high latitudes inferred from MODIS data , 2004 .

[39]  Heikki Hänninen,et al.  Modelling bud dormancy release in trees from cool and temperate regions. , 1990 .

[40]  Examining the onset of spring in China , 2002 .

[41]  O. Hoegh‐Guldberg,et al.  Ecological responses to recent climate change , 2002, Nature.

[42]  Nicolas Viovy,et al.  Hidden Markov models applied to vegetation dynamics analysis using satellite remote sensing , 1994, IEEE Trans. Geosci. Remote. Sens..

[43]  Xiaoqiu Chen,et al.  Relationships among phenological growing season, time‐integrated normalized difference vegetation index and climate forcing in the temperate region of eastern China , 2002 .

[44]  J. B. Beard,et al.  Phenological Observations: The Dependent Variable in Bioclimatic and Agrometeorological Studies1 , 1962 .

[45]  J. Palutikof,et al.  Climate change 2007 : impacts, adaptation and vulnerability , 2001 .

[46]  S. Schneider,et al.  Fingerprints of global warming on wild animals and plants , 2003, Nature.

[47]  C. Tucker,et al.  Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999 , 2001 .

[48]  F. Achard,et al.  Analysis of vegetation seasonal evolution and mapping of forest cover in West Africa with the use of NOAA AVHRR HRPT data. , 1990 .

[49]  A. Fitter,et al.  Rapid Changes in Flowering Time in British Plants , 2002, Science.

[50]  M. Cannell,et al.  Date of budburst of fifteen tree species in Britain following climatic warming , 1989 .

[51]  D. Gaffen,et al.  Late-Twentieth-Century Climatology and Trends of Surface Humidity and Temperature in China , 2001 .

[52]  J. Malingreau Global vegetation dynamics - Satellite observations over Asia , 1986 .

[53]  R. Ahas Long-term phyto-, ornitho- and ichthyophenological time-series analyses in Estonia , 1999 .

[54]  W. Dulaney,et al.  Normalized difference vegetation index measurements from the Advanced Very High Resolution Radiometer , 1991 .