Spatial distribution analysis on climatic varibles in northeast China
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作者:
Shang, Z.-B.
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Lab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, ChinaLab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, China
Shang, Z.-B.
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Gao, Q.
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Lab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, ChinaLab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, China
Gao, Q.
[1
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Yang, D.-A.
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Lab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, ChinaLab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, China
Yang, D.-A.
[1
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Yang, Z.-Y.
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Lab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, ChinaLab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, China
Yang, Z.-Y.
[1
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机构:
[1] Lab. of Quantitative Veget. Ecology, Institute of Botany, The Chinese Academy of Sciences, Beijing 100093, China
Information ecology is a new research area of modern ecology. Here describes the spatial distribution analysis methods of four sorts of climatic variables, i.e. temperature, precipitation, relative humidity and sunshine fraction in Northeast China. First, digital terrain models was built with large-scale maps and vector data. Then trend surface analysis and interpolation method were used to analyze the spatial distribution of these four kinds of climatic variables at three temporal scale: (1) monthly data; (2) mean monthly data of thirty years, and (3) mean annual data of thirty years. Ecological information system were used for graphics analysis on the spatial distribution of these climatic variables.
机构:
Forest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, ChinaForest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, China
Wang, Jia-Qi
Xing, Yan-Qiu
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Forest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, ChinaForest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, China
Xing, Yan-Qiu
Chang, Xiao-Qing
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Forest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, ChinaForest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, China
Chang, Xiao-Qing
Yang, Hong
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机构:
Forest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, ChinaForest Operations and Environment Research Center, College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin,150040, China
机构:
Key Laboratory of Middle Atmosphere and Global Environment Observation (LAGEO),Institute of Atmospheric Physics,Chinese Academy of Sciences
College of Earth and Planetary Science,University of Chinese Academy of SciencesMeteorological observation center,China Meteorological Administration
机构:
Key Laboratory of Middle Atmosphere and Global Environment Observation (LAGEO),Institute of Atmospheric Physics,Chinese Academy of SciencesMeteorological observation center,China Meteorological Administration
Shanfeng Yuan
Ji Li
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机构:
Ensuring Center of Atmospheric Sounding Technology,Shandong Provincial Meteorological BureauMeteorological observation center,China Meteorological Administration
机构:
College of Earth and Planetary Science,University of Chinese Academy of SciencesMeteorological observation center,China Meteorological Administration
机构:
Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
Liu, Xiaoshuang
Liu, Chenxi
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机构:
Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
Liu, Chenxi
Liu, Xiaoyu
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Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
Liu, Xiaoyu
Li, Cheng
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Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
Li, Cheng
Cai, Linshan
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机构:
Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
Cai, Linshan
Dong, Manyu
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机构:
Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
机构:
Northeast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R ChinaNortheast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R China
Qi, Jinzhe
Shi, Quanhua
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机构:
Northeast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R ChinaNortheast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R China
Shi, Quanhua
Wang, Guiming
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机构:
Mississippi State Univ, Dept Wildlife Fisheries & Aquaculture, Mississippi State, MS 39762 USANortheast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R China
Wang, Guiming
Li, Zhilin
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机构:
Northeast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R ChinaNortheast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R China
Li, Zhilin
Sun, Quan
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机构:
Jilin Wangqing Natl Nat Reserve, Jilin 133200, Wangqing County, Peoples R ChinaNortheast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R China
Sun, Quan
Hua, Yan
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机构:
Northeast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R ChinaNortheast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R China
Hua, Yan
Jiang, Guangshun
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Northeast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R ChinaNortheast Forestry Univ, Coll Wildlife Resources, Feline Res Ctr Chinese State Forestry Adm, Harbin 150040, Peoples R China
机构:
Heilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R ChinaHeilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R China
Guo, Shenglei
Zhang, Dehui
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机构:
Northeast Forestry Univ, Alkali Soil Nat Environm Sci Ctr, Harbin 150040, Heilongjiang, Peoples R China
Northeast Forestry Univ, Key Lab Saline Alkali Vegetat Ecol Restorat Oil F, Harbin 150040, Heilongjiang, Peoples R ChinaHeilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R China
Zhang, Dehui
Wei, Huanyong
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机构:
Northeast Forestry Univ, Alkali Soil Nat Environm Sci Ctr, Harbin 150040, Heilongjiang, Peoples R China
Northeast Forestry Univ, Key Lab Saline Alkali Vegetat Ecol Restorat Oil F, Harbin 150040, Heilongjiang, Peoples R ChinaHeilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R China
Wei, Huanyong
Zhao, Yinan
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机构:
Northeast Forestry Univ, Alkali Soil Nat Environm Sci Ctr, Harbin 150040, Heilongjiang, Peoples R China
Northeast Forestry Univ, Key Lab Saline Alkali Vegetat Ecol Restorat Oil F, Harbin 150040, Heilongjiang, Peoples R ChinaHeilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R China
Zhao, Yinan
Cao, Yibo
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机构:
Northeast Forestry Univ, Alkali Soil Nat Environm Sci Ctr, Harbin 150040, Heilongjiang, Peoples R China
Northeast Forestry Univ, Key Lab Saline Alkali Vegetat Ecol Restorat Oil F, Harbin 150040, Heilongjiang, Peoples R ChinaHeilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R China
Cao, Yibo
Yu, Tao
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h-index: 0
机构:
Northeast Forestry Univ, Alkali Soil Nat Environm Sci Ctr, Harbin 150040, Heilongjiang, Peoples R China
Northeast Forestry Univ, Key Lab Saline Alkali Vegetat Ecol Restorat Oil F, Harbin 150040, Heilongjiang, Peoples R ChinaHeilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R China
Yu, Tao
Wang, Yang
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h-index: 0
机构:
Northeast Forestry Univ, Alkali Soil Nat Environm Sci Ctr, Harbin 150040, Heilongjiang, Peoples R China
Northeast Forestry Univ, Key Lab Saline Alkali Vegetat Ecol Restorat Oil F, Harbin 150040, Heilongjiang, Peoples R ChinaHeilongjiang Univ Chinese Med, Coll Pharm, Harbin 150040, Heilongjiang, Peoples R China