[1] 马耀明,胡泽勇,田立德,等.青藏高原气候系统变化及其对东亚区域的影响与机制研究进展[J].地球科学进展, 2014, 29(2):207-215.[MA Yaoming, HU Zeyong, TIAN Lide, et al. Study progresses of the Tibet Plateau climate system change and mechanism of its impact on east Asia[J]. Advances in Earth Science, 2014, 29(2):207-215.] [2] TAO S-Y, DING Y. Observational evidence of the influence of the Qinghai-Xizang(Tibet)Plateau on the occurrence of heavy rain and severe convective storms in China[J]. Bulletin of the American Meteorological Society, 1981, 62(1):23-30.[3] 龙爱华,邓铭江,谢蕾,等.气候变化下新疆及咸海流域河川径流演变及适应性对策分析[J].干旱区地理, 2012, 35(3):377-387.[LONG Aihua, DENG Mingjiang, XIE Lei, et al. Exlporing analysis on the adaptive countermeasures to water resources evolvement under the climate change in Xinjiang and Aral Sea Basin[J]. Arid Land Geography, 2012, 35(3):377-387.] [4] 王敏,周才平,吴良,等.近10a青藏高原干湿状况及其与植被变化的关系研究[J].干旱区地理, 2013, 36(1):49-56.[WANG Min, ZHOU Caiping, WU Liang, et al. Wet-drought pattern and its relationship with vegetation change in the Qinghai-Tibetan Plateau during 2001-2010[J]. Arid Land Geography, 2013, 36(1):49-56.] [5] 刘少华,严登华,史晓亮,等.中国植被NDVI与气候因子的年际变化及相关性研究[J].干旱区地理, 2014, 37(3):480-489.[LIU Shaohua, YAN Denghua, SHI Xiaoliang, et al. Inter-annual variability of vegetation NDVI, accumulated temperature and precipitation and their correlations in China[J]. Arid Land Geography, 2014, 37(3):480-489.] [6] 朱雅娟,吴波,卢琦.干旱区对降水变化响应的研究进展[J].林业科学研究, 2012, 25(1):100-106.[ZHU Yajuan, WU Bo, LU Qi. Progress in the study on response of arid zones to precipitation change[J]. Forest Research, 2012, 25(1):100-106.] [7] GOOVAERTS P. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall[J]. Journal of Hydrology, 2000, 228(1-2):113-129.[8] HUFFMAN G J, BOLVIN D T, NELKIN E J, et al. The TRMM multisatellite precipitation analysis(TMPA):quasi-global, multiyear, combined-sensor precipitation estimates at fine scales[J]. Journal of Hydrometeorology, 2007, 8(1):38-55.[9] 崔绚,周波涛,周江兴,等. TRMM产品3B43的中国区域降水气候特征评估[C]//第26届中国气象学会年会气候预测与公共服务分会场论文集.杭州:中国气象学会、国家气候中心, 2009:29-34.[CUI Xuan, ZHOU Botao, ZHOU Jiangxing, et al. Assessment of climate characteristics of TRMM 3B43 products in China[C]//Paper compilation of parallel session about forecasting and public services of the 26th Chinese Meteorological Society Annual Meeting. Hangzhou:Chinese Meteorological Society/National Meteorological Center, 2009:29-34.] [10] 骆三,苗峻峰,牛涛,等. TRMM测雨产品3B42与台站资料在中国区域的对比分析[J].气象, 2011, 37(9):1081-1090.[LUO San, MIAO Junfeng, NIU Tao, et al. A comparison of TRMM 3B42 products with rain gauge observations in China[J]. Meteorological Monthly, 2011, 37(9):1081-1090.] [11] 季漩. TRMM降水数据在西北干旱区精度评估分析[C]//发挥资源科技优势保障西部创新发展——中国自然资源学会2011年学术年会论文集(上册).乌鲁木齐:中国自然资源学会、新疆自然资源学会, 2011:118-127.[JI Xuan. The quality of TRMM precipitation estimation data in northwest arid area of China[C]//Taking the advantages of resource and technology to ensure innovation and development of Western China:compilation of 2011 Annual Conference of China Society of Natural Resources(Volume I). Xinjiang:China Society of Natural Resources/Xinjiang Society of Natural Resources, 2011:118-127.] [12] 季漩,罗毅. TRMM降水数据在中天山区域的精度评估分析[J].干旱区地理, 2013, 36(2):253-262.[JI Xuan, LUO Yi. Quality assessment of the TRMM precipitation data in mid Tianshan Mountains[J]. Arid Land Geography, 2013, 36(2):253-262.] [13] 杨艳芬,罗毅.中国西北干旱区TRMM遥感降水探测能力初步评价[J].干旱区地理, 2013, 36(3):371-382.[YANG Yanfen, LUO Yi. Evaluation on detective ability of TRMM remote sensing precipitation in arid region of northwest China[J]. Arid Land Geography, 2013, 36(3):371-382.] [14] 程珂,朱祯,李铭,等. TRMM3B43降水产品在西藏地区的精度检验和应用[J].水利水电技术, 2014, 45(1):44-46.[CHENG Ke, ZHU Zhen, LI Ming, et al. Application and accuracy testing of TRMM 3B43 rainfall product in Tibetan Region[J]. Water Resources and Hydropower Engineering, 2014, 45(1):44-46.] [15] CONDOM T, RAU P, ESPINOZA J C. Correction of TRMM 3B43 monthly precipitation data over the mountainous areas of Peru during the period 1998-2007[J]. Hydrological Processes, 2011, 25(12):1924-1933.[16] ISLAM M N, DAS S, UYEDA H. Calibration of TRMM derived rainfall over nepal during 1998-2007[J]. The Open Atmospheric Science Journal, 2010, 4(1):12-23.[17] ALMAZROUI M. Calibration of TRMM rainfall climatology over Saudi Arabia during 1998-2009[J]. Atmospheric Research, 2011, 99(3-4):400-414.[18] 齐文文,张百平,庞宇,等.基于TRMM数据的青藏高原降水的空间和季节分布特征[J].地理科学, 2013, 33(8):999-1005.[QI Wenwen, ZHANG Baiping, PANG Yu, et al. TRMM-data-based spatial and seasonal patterns of precipitation in the Qinghai-Tibet Plateau[J]. Scientia Geographica Sinica, 2013, 33(8):999-1005.] [19] 王晓杰.基于TRMM的天山山区降水降尺度方法及其空间变异特征研究[D].石河子:石河子大学, 2013.[WANG Xiaojie, LIU Longhai. Downscaling method and spatial variability of precipitation in Tianshan Mountain on the TRMM data[D]. Shihezi:Shihezi University, 2013.] [20] 张镱锂,李炳元,郑度.论青藏高原范围与面积[J].地理研究, 2002, 21(1):1-8.[ZHANG Yili, LI Bingyuan, ZHENG Du. A discussion on the boundary and area of the Tibetan Plateau in China[J]. Geographical Research, 2002, 21(1):1-8.] [21] 周顺武,王传辉,吴萍,等.青藏高原强降水日数的时空分布特征[J].干旱区地理, 2012, 35(1):23-31.[ZHOU Shunwu, WANG Chuanhui, WU Ping, et al. Temporal and spatial distribution of strong precipitation days over the Tibetan Plateau[J]. Arid Land Geography, 2012, 35(1):23-31.] [22] 董斯扬,薛娴,徐满厚,等.气候变化对青藏高原水环境影响初探[J].干旱区地理, 2013, 36(5):841-853.[DONG Siyang, XUE Xian, XU Manhou, et al. Influence of climate change on water environment in the Qinghai-Tibet Plateau[J]. Arid Land Geography, 2013, 36(5):841-853.] [23] 张磊,缪启龙.青藏高原近40年来的降水变化特征[J].干旱区地理, 2007, 30(2):240-246.[ZHANG Lei, MIAO Qilong. Precipitation changes in the Tibetan Plateau during the last four decades[J].Arid Land Geography, 2007, 30(2):240-246.] [24] 方匡南,吴见彬,朱建平,等.随机森林方法研究综述[J].统计与信息论坛, 2011, 26(3):32-38.[FANG Kuangnan, WU Jianbin, ZHU Jianping, et al. A review of technologies in Random Forests[J]. Statistics and Information Forum, 2011, 26(3):32-38.] [25] DUAN Z, BASTIAANSSEN W G M. First results from Version 7 TRMM 3B43 precipitation product in combination with a new downscaling-calibration procedure[J]. Remote Sensing of Environment, 2013, 131:1-13.[26] TIMOFEEV R. Classification and regression trees(CART)theory and applications[M]. Berlin:Center of Applied Statistics and Economics, Humboldt University, 2004.[27] BREIMAN L. Random forests[J]. Machine Learning, 2001, 45:5-32.[28] CUTLER A, CUTLER D R, STEVENS J R. Random forests[G]//Ensemble Machine Learning. Berlin:Springer, 2012:157-175.[29] LIAW A, WIENER M. Classification and Regression by randomForest[J]. R News, 2002, 2(3):18-22.[30] CHEEMA M J M, BASTIAANSSEN W G M. Local calibration of remotely sensed rainfall from the TRMM satellite for different periods and spatial scales in the Indus Basin[M]. Abingdon, ROYAUME-UNI:Taylor & Francis, 2012, 33(7-8):25.[31] HEIDINGER H, YARLEQUÉ C, POSADAS A, et al. TRMM rainfall correction over the Andean Plateau using wavelet multiresolution analysis[J]. International Journal of Remote Sensing, 2012, 33(14):4583-4602.[32] YIN Z Y, ZHANG X, LIU X, et al. An assessment of the biases of satellite rainfall estimates over the Tibetan Plateau and correction methods based on topographic analysis[J]. Journal of Hydrometeorology, 2008, 9(3):301-326. |