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土地利用类型转换对地表能量平衡和气候的影响——基于SiB2模型的模拟结果
Influence of land use change on surface energy balance and climate: results from SiB2 model simulation

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刘凤山 1   陶福禄 1 *   肖登攀 2   张帅 1   王猛 1   张贺 1  
文摘 利用SiB2模型对中国东北地区农田、草地和森林3种土地利用类型的地表能量平衡过程展开研究,分析不同土地利用类型对生物地球物理参数(反照率和粗糙度)、能量平衡(净辐射、潜热和显热)和气候(冠层温度)的影响。结果表明: ①模型模拟的地表能量平衡与实测数据的年变化动态相似(R2>0.42),差值保持在±30 W/m2,温度在±4 ℃。②利用相同气象数据模拟不同土地利用类型通过生物地球物理过程对地表能量平衡和气候的影响,发现森林吸收的净辐射最高且主要用于潜热分配,农田的净辐射最低且主要用于显热分配,草地净辐射和能量分配居中。③生态系统获得的净辐射主要受反照率的影响,净辐射分配受叶面积指数的调节。④冠层温度(℃)受反照率和净辐射在潜热和显热间分配的相对重要性的影响:年平均值为森林(7.7)>农田(7.64)>草地(6.67)。⑤降水对模拟结果有显著影响,是森林模拟差异的主要原因。在不同土地利用类型中,降水增加土壤水分,净辐射更多分配到潜热,较少分配到显热,降低冠层温度。
其他语种文摘 The influence of land use and cover change (LUCC), by means of biogeophysical processes, on surface energy balance and climate is highly concerned by climate scientists. Driven by spatially interpolated meteorological data and remote- sensing derived leaf area index validated by on- site observations, the Simple Biosphere model (SiB2) was used to simulate the surface energy balances for different land use types, i.e. farmland, grassland and forest in northeast China, from 2001 to 2010. The SiB2 model validation was done by comparing simulation results with observed surface energy balance components and temperature in 2003 for the three land use types. The effects of LUCC on surface energy balance and climate was based on the average simulation outcomes in 2001-2010. Biogeophysical parameters (including albedo and roughness length), surface energy balances(net radiation flux, latent heat flux and sensible heat flux) and climate (canopy temperature) were analyzed to demonstrate the influences of LUCC. The results show that: (1) The simulated and observed data have similar annual trends (R2>0.42) but there is a gap of ±30 W/m2 for energy balance components and ±4 ℃ for temperature, based on annual averages. The model imitated the surface energy balance and temperature very well, and was used in the simulation of surface energy balance in northeast China. Sensitivity analysis revealed that the major influencing factor of surface energy partitioning was leaf area index, not vegetation cover as set in the SiB2 model. (2) The impacts of different land use types on surface energy balance and climate through biogeophysical processes were simulated using the same meteorological data for the purpose of eliminating the effects of meteorological conditions. The 10 year averages showed that albedo was lowest in forest, followed by grassland and farmland, while forest > farmland > grassland for leaf area index, forest < grassland < farmland for Bowen Ratio and forest > farmland > grassland for roughness length. (3) Trapped net radiation by ecosystem was primarily determined by albedo. Forest traps the highest net radiation, which is mainly allocated into latent heat flux; farmland traps the lowest net radiation, which is mostly channeled into sensible heat flux, and grassland is in between for both net radiation and its partitioning. (4) Canopy temperature (℃) was determined by the relative importance of albedo and the partitioning of net radiation into latent and sensible heat fluxes: forest(7.7)>farmland (7.64) > grassland (6.67), on annual average. The highest temperature of forest was decided by the lowest albedo, but the higher temperature of farmland as compared to grassland was caused by the higher Bowen ratio of farmland. (5) Precipitation was the predominant impact variable on surface energy balances, and was the main cause of the deviation of SiB2 simulation for forest. With the increment of precipitation in all three land use types, the net radiation flux partitioning into latent heat flux was enhanced, and that into sensible heat flux was weakened, as rain increases soil water content; at the same time, canopy temperature also decreased. The results of this research support the warming effect of farmlands converted from grasslands, which have taken place in northeast China over the past few decades.
来源 地理科学进展 ,2014,33(6):815-824 【核心库】
关键词 地表能量平衡 ; 土地利用和覆被变化 ; SiB2模型 ; 叶面积指数 ; 反照率
地址

1. 中国科学院地理科学与资源研究所, 北京, 100101  

2. 河北省科学院地理科学研究所, 石家庄, 050011

语种 中文
文献类型 研究性论文
ISSN 1007-6301
学科 大气科学(气象学)
基金 国家973计划
文献收藏号 CSCD:5185143

参考文献 共 42 共3页

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引证文献 5

1 刘凤山 吉林省LUCC对地表能量分配的影响 干旱区资源与环境,2016,30(5):113-117
被引 0 次

2 刘凤山 基于气象条件的巨菌草蒸散发动态研究 水资源与水工程学报,2018,29(3):243-248
被引 2

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论文科学数据集

1. 高寒草甸和草地碳通量、气候、地表反照率数据集(2003-2016)

2. 黑河上游葫芦沟灌丛试验区气象、反照率、蒸散发数据集(2012-2014)

3. 木里煤矿区地表反照率、植被指数、植被覆盖度及土壤湿度图集(2000-2020)

数据来源:
国家青藏高原科学数据中心
PlumX Metrics
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