The Impact of Artificial Wetland Expansion on Local Temperature in the Growing Season - the Case Study of the Sanjiang Plain, China

Land use and land cover change (LUCC) has been increasingly recognized as having important effects on climate systems. Paddy fields, one kind of artificial wetland, have seen a significant increase in the Sanjiang Plain, China since 2000 and have become the most typical LUCC at the regional scale. Against this background, in this paper, we discuss the effects of this artificial wetland increase on surface temperature, in addition to its driving mechanisms. Firstly, the spatiotemporal variations of land surface temperature (LST) and its two driving variables (albedo and latent heat flux (LE)) in the Sanjiang Plain are analyzed and assessed based on remote sensing observation information from 2001 to 2015. Our results from both spatial distribution difference and time series analysis show that paddy field expansion led to day-time cooling and night-time warming over the study area. However, the LST changes show different characteristics and magnitudes in the spring (May to June) compared to the other months of the growing season (July to September). The daytime cooling trend is found to be −0.3842 K/year and the warming trend at night 0.1988 K/year during the period 2001 to 2015, resulting in an overall cooling effect in May and June. In July–September, the LST changes have the same sign but a smaller magnitude, with a −0.0686 K/year temperature trend seen for the day-time and a 0.0569 K/year increase for the nighttime. As a consequence, a pronounced decrease in the diurnal temperature range is detected in the growing season, especially in spring. Furthermore, albedo and LE are demonstrated to be very sensitive to land use changes, especially in the earlier periods of the growing season. Correlation analysis between LST and albedo and LE also indicates the dominant role played by evapotranspiration in paddy fields in regulating local temperature.

[1]  Kaishan Song,et al.  China's wetlands loss to urban expansion , 2018, Land Degradation & Development.

[2]  Xiaotong Zhang,et al.  Review on Estimation of Land Surface Radiation and Energy Budgets From Ground Measurement, Remote Sensing and Model Simulations , 2010, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[3]  Hideki Kanamaru,et al.  Seasonal temperature responses to land-use change in the western United States , 2008 .

[4]  Gautam Bisht,et al.  Impact of deforestation in the Amazon basin on cloud climatology , 2009, Proceedings of the National Academy of Sciences.

[5]  A. Pitman,et al.  Climate model simulated changes in temperature extremes due to land cover change , 2012 .

[6]  C. Müller,et al.  Uncertainties in climate responses to past land cover change: First results from the LUCID intercomparison study , 2009 .

[7]  G. Jun Study on Cold-Humid Effect of Wetlands In Sanjiang Plain , 2002 .

[8]  Yongkang Xue,et al.  The Impact of Desertification in the Mongolian and the Inner Mongolian Grassland on the Regional Climate , 1996 .

[9]  H. Ouyang,et al.  Effects of Alpine Wetland Landscapes on Regional Climate on the Zoige Plateau of China , 2013 .

[10]  E. Vermote,et al.  Biogeophysical effects of land use on climate: Model simulations of radiative forcing and large-scale temperature changes (vol 142 pg 216 2007) , 2011 .

[11]  Ni Jian Cold-humid ecological effects of the Sanjiang Plain , 2004 .

[12]  Kaiguang Zhao,et al.  Local temperature response to land cover and management change driven by non-radiative processes , 2017 .

[13]  R. Betts,et al.  The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases , 2002, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[14]  R. Pielke,et al.  Evidence that local land use practices influence regional climate, vegetation, and stream flow patterns in adjacent natural areas , 1998 .

[15]  Liming Zhou,et al.  Observational evidence of sensitivity of surface climate changes to land types and urbanization , 2005 .

[16]  V. Brovkin,et al.  Effect of Anthropogenic Land-Use and Land-Cover Changes on Climate and Land Carbon Storage in CMIP5 Projections for the Twenty-First Century , 2013 .

[17]  A. Pitman,et al.  Relative climatic effects of landcover change and elevated carbon dioxide combined with aerosols: A comparison of model results and observations , 2001 .

[18]  Congbin Fu,et al.  Potential impacts of human-induced land cover change on East Asia monsoon , 2003 .

[19]  Zongming Wang,et al.  A New Vegetation Index to Detect Periodically Submerged Mangrove Forest Using Single-Tide Sentinel-2 Imagery , 2019, Remote. Sens..

[20]  Nicole Van Lipzig,et al.  The impact of the African great lakes on the regional climate , 2013 .

[21]  K. Findell,et al.  Regional and Global Impacts of Land Cover Change and Sea Surface Temperature Anomalies , 2009 .

[22]  R. Pielke,et al.  An overview of regional land-use and land-cover impacts on rainfall , 2007 .

[23]  R. Pielke Influence of the spatial distribution of vegetation and soils on the prediction of cumulus Convective rainfall , 2001 .

[24]  Bingfang Wu,et al.  Conversions between natural wetlands and farmland in China: A multiscale geospatial analysis. , 2018, The Science of the total environment.

[25]  Nathalie de Noblet-Ducoudré,et al.  The role of spatial scale and background climate in the latitudinal temperature response to deforestation , 2015 .

[26]  E. Kalnay,et al.  Impacts of land use land cover on temperature trends over the continental United States: assessment using the North American Regional Reanalysis , 2010 .

[27]  Lara M. Kueppers,et al.  Irrigation cooling effect: Regional climate forcing by land‐use change , 2007 .

[28]  Shuwen Zhang,et al.  Land Surface Temperature Response to Irrigated Paddy Field Expansion: a Case Study of Semi-arid Western Jilin Province, China , 2019, Scientific Reports.

[29]  Impact of deforestation on regional surface temperatures and moisture in the Maya lowlands of Guatemala , 2009 .

[30]  R. Pielke,et al.  Influence of landscape structure on local and regional climate , 1990, Landscape Ecology.

[31]  W. Lapenta,et al.  Retrieval of Model Grid-Scale Heat Capacity Using Geostationary Satellite Products. Part I: First Case-Study Application , 2005 .

[32]  Petra Döll,et al.  Development and validation of the global map of irrigation areas , 2005 .

[33]  Thomas Raddatz,et al.  Biogeophysical versus biogeochemical climate response to historical anthropogenic land cover change , 2010 .

[34]  Michael J. Puma,et al.  Effects of irrigation on global climate during the 20th century , 2010 .

[35]  Nathalie de Noblet-Ducoudré,et al.  Climatic Impact of Global-Scale Deforestation: Radiative versus Nonradiative Processes , 2010 .

[36]  P. Dirmeyer,et al.  University of Nebraska-Lincoln DigitalCommons @ University of Nebraska-Lincoln Papers in Natural Resources Natural Resources , School of 2014 Land cover changes and their biogeophysical effects on climate , 2016 .

[37]  E. Kalnay,et al.  Impact of urbanization and land-use change on climate , 2003, Nature.

[38]  R. Dickinson,et al.  Impacts of land use change on climate , 2010 .

[39]  M. Friedman,et al.  On the Behavior of the Stable Boundary Layer and the Role of Initial Conditions , 2005 .

[40]  Guoyu Ren,et al.  Urbanization Effects on Observed Surface Air Temperature Trends in North China , 2008 .

[41]  Lingxue Yu,et al.  The effect of deforestation on the regional temperature in Northeastern China , 2015, Theoretical and Applied Climatology.

[42]  S. Carpenter,et al.  Global Consequences of Land Use , 2005, Science.

[43]  Thomas J. Jackson,et al.  Remote sensing field experiments evaluate retrieval algorithms and land-atmosphere modeling , 2003 .

[44]  N. Ramankutty,et al.  Characterizing the Spatial Patterns of Global Fertilizer Application and Manure Production , 2010 .

[45]  The cold-humid effect of perennially flooded marshes on clear days in the Sanjiang Plain of Northeast China , 2013 .

[46]  Shuwen Zhang,et al.  Seasonal Local Temperature Responses to Paddy Field Expansion from Rain-Fed Farmland in the Cold and Humid Sanjiang Plain of China , 2018, Remote. Sens..

[47]  G. Meehl,et al.  The Importance of Land-Cover Change in Simulating Future Climates , 2005, Science.

[48]  Shuwen Zhang,et al.  Paddy Field Expansion and Aggregation Since the Mid-1950s in a Cold Region and Its Possible Causes , 2018, Remote. Sens..

[49]  Bernd Diekkrüger,et al.  Land surface temperature trends as indicator of land use changes in wetlands , 2018, Int. J. Appl. Earth Obs. Geoinformation.

[50]  Liming Zhou,et al.  Afforestation in China cools local land surface temperature , 2014, Proceedings of the National Academy of Sciences.

[51]  Jin Chen,et al.  A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter , 2004 .

[52]  David J. Stensrud,et al.  Observed Effects of Landscape Variability on Convective Clouds , 1990 .

[53]  W. Eugster,et al.  Climatic impacts of historical wetland drainage in Switzerland , 2007 .

[54]  G. Bonan Forests and Climate Change: Forcings, Feedbacks, and the Climate Benefits of Forests , 2008, Science.

[55]  Shuwen Zhang,et al.  Impacts of Wetland Reclamation and Paddy Field Expansion on Observed Local Temperature Trends in the Sanjiang Plain of China , 2019, Journal of Geophysical Research: Earth Surface.

[56]  A. Nonomura,et al.  Impact of land use and land cover changes on the ambient temperature in a middle scale city, Takamatsu, in Southwest Japan. , 2009, Journal of environmental management.

[57]  Regional-Scale Heat and Water Vapour Fluxes in an Agricultural Landscape: An Evaluation of CBL Budget Methods at OASIS , 2004 .

[58]  Yan Liu,et al.  Impact of wetland change on local climate in semi-arid zone of Northeast China , 2015, Chinese Geographical Science.

[59]  Shunlin Liang,et al.  Impacts of Climate Change and Land Use Changes on Land Surface Radiation and Energy Budgets , 2010, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

[60]  Zhongshen Zhang,et al.  Quantifying the cooling-effects of urban and peri-urban wetlands using remote sensing data: Case study of cities of Northeast China , 2019, Landscape and Urban Planning.

[61]  S. Seneviratne,et al.  Influence of Amazonian deforestation on the future evolution of regional surface fluxes, circulation, surface temperature and precipitation , 2015, Climate Dynamics.

[62]  M. Mohan,et al.  Impact of urbanization and land-use/land-cover change on diurnal temperature range: a case study of tropical urban airshed of India using remote sensing data. , 2015, The Science of the total environment.

[63]  T. A. Black,et al.  Observed increase in local cooling effect of deforestation at higher latitudes , 2011, Nature.