[1]
|
Barbosa H A, Lakshmi Kumar T V, 2016. Influence of rainfall variability on the vegetation dynamics over Northeastern Brazil. Journal of Arid Environments, 124:377-387. doi: 10.1016/j.jaridenv.2015.08.015 |
[2]
|
Bohnenstengel S I, Schlünzen K H, Beyrich F, 2011. Representa-tivity of in situ precipitation measurements - A case study for the LITFASS area in North-Eastern Germany. Journal of Hy-drology, 400(3-4):387-395. doi:10.1016/j.jhydrol.2011.01. 052 |
[3]
|
Cao Jie, He Daming, Yao Ping, 2005. Research on the spatial distribution of rainfall and temperature in winter and summer over longitudinal range-gorge region (LRGR). Advances in Earth Science, 20(11):1176-1182. (in Chinese) |
[4]
|
Chen F R, Liu Y, Liu Q et al., 2014. Spatial downscaling of TRMM 3B43 precipitation considering spatial heterogeneity. International Journal of Remote Sensing, 35(9):3074-3093. doi: 10.1080/01431161.2014.902550 |
[5]
|
Chen Sujing, Li Lijuan, Li Jiuyi et al., 2017. Analysis of the tem-poral and spatial variation characteristics of precipitation in the Lancang River Basin over the past 55 years. Journal of Geo-information Science, 19(3):365-373. (in Chinese) |
[6]
|
Derin Y, Anagnostou E, Berne A et al., 2016. Multiregional satellite precipitation products evaluation over complex terrain. Journal of Hydrometeorology, 17(6):1817-1836. doi:10. 1175/jhm-d-15-0197.1 |
[7]
|
Duan Z, Bastiaanssen W G M, 2013. First results from Version 7 TRMM 3B43 precipitation product in combination with a new downscaling-calibration procedure. Remote Sensing of Envi-ronment, 131:1-13. doi: 10.1016/j.rse.2012.12.002 |
[8]
|
Fang J, Du J, Xu W et al., 2013. Spatial downscaling of TRMM precipitation data based on the orographical effect and mete-orological conditions in a mountainous area. Advances in Water Resources, 61:42-50. doi:10.1016/j.advwatres.2013.08. 011 |
[9]
|
Foody G M, 2003. Geographical weighting as a further refinement to regression modelling:an example focused on the NDVI-rainfall relationship. Remote Sensing of Environment, 88(3):283-293. doi: 10.1016/j.rse.2003.08.004 |
[10]
|
Fotheringham A S, Brunsdon C, Charlton M, 2002. Geograph-ically Weighted Regression:The Analysis of Spatially Varying Relationships. New York:Wiley. |
[11]
|
Gao Y, Huang J, Li S et al., 2012. Spatial pattern of non- station-arity and scale-dependent relationships between NDVI and climatic factors-A case study in Qinghai-Tibet Plateau, China. Ecological Indicators, 20:170-176. doi: 10.1016/j.ecolind.2012.02.007 |
[12]
|
Goovaerts P, 2000. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. Journal of Hydrology, 228(1-2):113-129. doi:10.1016/S0022-1694(00) 00144-X |
[13]
|
Guan H D, Wilson J L, Xie H J, 2009. A cluster-optimizing re-gression-based approach for precipitation spatial downscaling in mountainous terrain. Journal of Hydrology, 375(3-4):578-588. doi: 10.1016/j.jhydrol.2009.07.007 |
[14]
|
Harris P, Fotheringham A S, Crespo R et al., 2010. The use of geographically weighted regression for spatial prediction:an evaluation of models using simulated data sets. Mathematical Geosciences, 42(6):657-680. doi:10.1007/s11004-010- 9284-7 |
[15]
|
He Daming, Wu Shaohong, Peng Hua et al., 2005. A study of ecosystem changes in Longitudinal Range-Gorge Region and transboundary eco-security in Southwest China. Advances in Earth Science, 20(3):338-344. (in Chinese) |
[16]
|
He Daming, Liu Jiang, Hu Jinming et al., 2007a. Transboundary eco-security and its regulation system in the Longitudinal Range-Gorge Region. Chinese Science Bulletin, 52(S2):1-9. doi: 10.1007/s11434-007-7001-9 |
[17]
|
He Daming, Li Shaojuan, Zhang Yiping, 2007b. The variation and regional differences of precipitation in the Longitudinal Range-Gorge the Region. Chinese Science Bulletin, 52(S2):59-73. doi: 10.1007/s11434-007-7007-3 |
[18]
|
He Daming, Feng Yan, Hu Jingming, 2007c. Utilization of Water Resources and Environmental Conservation in the Internation Rivers, Southwest China. Beijing:Science Press. (in Chinese) |
[19]
|
He Yunling, Zhang Yiping, 2004. The climate characteristics and change trends on basins of Lancangjiang valley in Yunnan Province. Journal of Mountain Science, 22(5):539-548. (in Chinese) |
[20]
|
He Z H, Yang L, Tian F Q et al., 2017. Intercomparisons of rainfall estimates from TRMM and GPM multisatellite products over the Upper Mekong River Basin. Journal of Hydrometeorology, 18(2):413-430. doi: 10.1175/jhm-d-16-0198.1 |
[21]
|
Hou A Y, Kakar R K, Neeck S et al., 2014. The global precipitation measurement mission. Bulletin of the American Meteorological Society, 95(5):701-722. doi:10.1175/bams-d-13- 00164.1 |
[22]
|
Huffman G J, Adler R F, Arkin P et al., 1997. The Global Precip-itation Climatology Project (GPCP) combined precipitation dataset. Bulletin of the American Meteorological Society, 78(1):5-20. doi: 10.1175/1520-0477(1997)078<0005:tgpcpg>2.0.co;2 |
[23]
|
Huffman G J, Bolvin D T, Nelkin E J et al., 2007. The TRMM Multisatellite Precipitation Analysis (TMPA):quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. Journal of Hydrometeorology, 8(1):38-55. doi: 10.1175/jhm560.1 |
[24]
|
Immerzeel W W, Rutten M M, Droogers P, 2009. Spatial downscaling of TRMM precipitation using vegetative response on the Iberian Peninsula. Remote Sensing of Environment, 113(2):362-370. doi: 10.1016/j.rse.2008.10.004 |
[25]
|
Imran M, Stein A, Zurita-Milla R, 2015. Using geographically weighted regression kriging for crop yield mapping in West Africa. International Journal of Geographical Information Science, 29(2):234-257. doi: 10.1080/13658816.2014.959522 |
[26]
|
Ishizawa H, Stevens G, 2007. Non-english language neighbor-hoods in Chicago, Illinois:2000. Social Science Research, 36(3):1042-1064. doi: 10.1016/j.ssresearch.2006.06.005 |
[27]
|
Jia S F, Zhu W B, Lu A F et al., 2011. A statistical spatial downscaling algorithm of TRMM precipitation based on NDVI and DEM in the Qaidam Basin of China. Remote Sensing of Environment, 115(12):3069-3079. doi: 10.1016/j.rse.2011.06.009 |
[28]
|
Jing W L, Yang Y P, Yue X F et al., 2016. A comparison of dif-ferent regression algorithms for downscaling monthly satel-lite-based precipitation over North China. Remote Sensing, 8(10):835. doi: 10.3390/rs8100835 |
[29]
|
Jing W L, Zhang P Y, Jiang H et al., 2017. Reconstructing satel-lite-based monthly precipitation over Northeast China using machine learning algorithms. Remote Sensing, 9(8):781. doi: 10.3390/rs9080781 |
[30]
|
Joyce R J, Janowiak J E, Arkin P A et al., 2004. CMORPH:a method that produces global precipitation estimates from pas-sive microwave and infrared data at high spatial and temporal resolution. Journal of Hydrometeorology, 5(3):487-503. doi: 10.1175/1525-7541(2004)005<0487:CAMTPG>2.0.CO;2 |
[31]
|
Kumar S, Lal R, Liu D S, 2012. A geographically weighted re-gression kriging approach for mapping soil organic carbon stock. Geoderma, 189-190:627-634. doi:10.1016/j. ge-oderma.2012.05.022 |
[32]
|
Kumar S, 2015. Estimating spatial distribution of soil organic carbon for the Midwestern United States using historical data-base. Chemosphere, 127:49-57. doi:10.1016/j.chemosphere. 2014.12.027 |
[33]
|
Lauri H, Räsänen T A, Kummu M, 2014. Using reanalysis and remotely sensed temperature and precipitation data for hydro-logical modeling in monsoon climate:Mekong River case study. Journal of Hydrometeorology, 15(4):1532-1545. doi: 10.1175/jhm-d-13-084.1 |
[34]
|
Li B, Tao S, Dawson R W, 2002. Relations between AVHRR NDVI and ecoclimatic parameters in China. International Journal of Remote Sensing, 23(5):989-999. doi: 10.1080/014311602753474192 |
[35]
|
Li Y G, He D M, Ye C Q, 2008. Spatial and temporal variation of runoff of Red River Basin in Yunnan. Journal of Geographical Sciences, 18(3):308-318. doi: 10.1007/s11442-008-0308-x |
[36]
|
Liu X M, Yang T T, Hsu K et al., 2017. Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall prod-ucts in two river basins on the Tibetan Plateau. Hydrology and Earth System Sciences, 21(1):169-181. doi:10.5194/hess-21- 169-2017 |
[37]
|
Lloyd C D, 2005. Assessing the effect of integrating elevation data into the estimation of monthly precipitation in Great Britain. Journal of Hydrology, 308(1-4):128-150. doi: 10.1016/j.jhydrol.2004.10.026 |
[38]
|
Ma Z Q, Shi Z, ZhouY et al., 2017a. A spatial data mining algo-rithm for downscaling TMPA 3B43 V7 data over the Qing-hai-Tibet Plateau with the effects of systematic anomalies re-moved. Remote Sensing of Environment, 200:378-395. doi: 10.1016/j.rse.2017.08.023 |
[39]
|
Ma Z Q, Zhou Y, Hu B F et al., 2017b. Downscaling annual pre-cipitation with TMPA and land surface characteristics in China. International Journal of Climatology, 37(15):5107- 5119. doi: 10.1002/joc.5148 |
[40]
|
Meersmans J, Van Weverberg K, De Baets S et al., 2016. Mapping mean total annual precipitation in Belgium, by investigating the scale of topographic control at the regional scale. Journal of Hydrology, 540:96-105. doi:10.1016/j.jhydrol. 2016.06.013 |
[41]
|
Miao C Y, Ashouri H, Hsu K L et al., 2015. Evaluation of the PERSIANN-CDR daily rainfall estimates in capturing the be-havior of extreme precipitation events over China. Journal of Hydrometeorology, 16(3):1387-1396. doi:10.1175/jhm-d-14- 0174.1 |
[42]
|
Michaelides S, Levizzani V, Anagnostou E et al., 2009. Precipita-tion:measurement, remote sensing, climatology and modeling. Atmospheric Research, 94(4):512-533. doi: 10.1016/j.atmosres.2009.08.017 |
[43]
|
Pan Tao, Wu Shaohong, He Daming et al., 2012. Effects of lon-gitudinal range-gorge terrain on the eco-geographical pattern in Southwest China. Journal of Geographical Sciences, 22(5):825-842. doi: 10.1007/s11442-012-0966-6 |
[44]
|
Park N W, 2013. Spatial downscaling of TRMM precipitation using geostatistics and fine scale environmental variables. Advances in Meteorology, 2013:Article ID 237126. doi: 10.1155/2013/237126 |
[45]
|
Prakash S, Mitra A K, AghaKouchak A et al., 2015. Error charac-terization of TRMM Multisatellite Precipitation Analysis (TMPA-3B42) products over India for different seasons. Journal of Hydrology, 529:1302-1312. doi:10.1016/j.jhydrol. 2015.08.062 |
[46]
|
Prakash S, Mitra A K, AghaKouchak A et al., 2018. A preliminary assessment of GPM-based multi-satellite precipitation estimates over a monsoon dominated region. Journal of Hydrology, 556:865-876. doi: 10.1016/j.jhydrol.2016.01.029 |
[47]
|
Schultz P A, Halpert M S, 1995. Global analysis of the relation-ships among a vegetation index, precipitation and land surface temperature. International Journal of Remote Sensing, 16(15):2755-2777. doi: 10.1080/01431169508954590 |
[48]
|
Shi W L, Yu X Z, Liao W G et al., 2013. Spatial and temporal variability of daily precipitation concentration in the Lancang River basin, China. Journal of Hydrology, 495:197-207. doi: 10.1016/j.jhydrol.2013.05.002 |
[49]
|
Sokol Z, Blizňák V, 2009. Areal distribution and precipitation- altitude relationship of heavy short-term precipitation in the Czech Republic in the warm part of the year. Atmospheric Re-search, 94(4):652-662. doi:10.1016/j.atmosres.2009. 03.001 |
[50]
|
Sorooshian S, Hsu K L, Gao X G et al., 2000. Evaluation of PERSIANN system satellite-based estimates of tropical rainfall. Bulletin of the American Meteorological Society, 81(9):2035-2046. doi:10.1175/1520-0477(2000)081<2035:eopsse> 2.3.co;2 |
[51]
|
Teng H F, Shi Z, Ma Z Q et al., 2014. Estimating spatially downscaled rainfall by regression kriging using TRMM pre-cipitation and elevation in Zhejiang Province, southeast China. International Journal of Remote Sensing, 35(22):7775-7794. doi: 10.1080/01431161.2014.976888 |
[52]
|
Trenberth K E, Shea D J, 2005. Relationships between precipita-tion and surface temperature. Geophysical Research Letters, 32:L14703. doi: 10.1029/2005gl022760 |
[53]
|
Vila D A, de Goncalves L G G, Toll D L et al., 2009. Statistical evaluation of combined daily gauge observations and rainfall satellite estimates over Continental South America. Journal of Hydrometeorology, 10(2):533-543. doi: 10.1175/2008jhm1048.1 |
[54]
|
Wang J, Price K P, Rich P M, 2001. Spatial patterns of NDVI in response to precipitation and temperature in the central Great Plains. International Journal of Remote Sensing, 22(18):3827-3844. doi: 10.1080/01431160010007033 |
[55]
|
Wang W, Lu H, Yang D W et al., 2016. Modelling hydrologic processes in the Mekong River Basin using a distributed model driven by satellite precipitation and rain gauge observations. PLoS One, 11(3):e0152229. doi:10.1371/journal.pone. 0152229 |
[56]
|
Wu Shaohong, Pan Tao, Cao Jie et al., 2012. Barrier-corridor effect of longitudinal range-gorge terrain on monsoons in Southwest China. Geographical Research, 31(1):1-13. (in Chinese) |
[57]
|
Xu S G, Wu C Y, Wang L et al., 2015. A new satellite-based monthly precipitation downscaling algorithm with non-stationary relationship between precipitation and land surface characteristics. Remote Sensing of Environment, 162:119-140. doi: 10.1016/j.rse.2015.02.024 |
[58]
|
Yin Z Y, Zhang X Q, Liu X D et al., 2008. An assessment of the biases of satellite rainfall estimates over the Tibetan Plateau and correction methods based on topographic analysis. Journal of Hydrometeorology, 9(3):301-326. doi: 10.1175/2007jhm903.1 |
[59]
|
You Weihong, Duan Changchun, He Daming, 2006. Climatic difference in dry and wet season under effect of the Longitu-dinal Range-gorge and its influence on transboundary river runoff. Chinese Science Bulletin, 51(S1):69-79. doi: 10.1007/s11434-006-8069-3 |
[60]
|
Yuan F, Zhang L M, Win K W W et al., 2017. Assessment of GPM and TRMM multi-satellite precipitation products in streamflow simulations in a data-sparse mountainous watershed in Myanmar. Remote Sensing, 9(3):302. doi: 10.3390/rs9030302 |
[61]
|
Zeng H W, Li L J, Li J Y, 2012. The evaluation of TRMM Mul-tisatellite Precipitation Analysis (TMPA) in drought monitoring in the Lancang River Basin. Journal of Geographical Sciences, 22(2):273-282. doi: 10.1007/s11442-012-0926-1 |
[62]
|
Zeng H W, Li L J, Hu J M et al., 2013. Accuracy validation of TRMM Multisatellite Precipitation Analysis daily precipitation products in the Lancang River Basin of China. Theoretical and Applied Climatology, 112(3-4):389-401, doi: 10.1007/s00704-012-0733-8 |
[63]
|
Zhang Jinghua, Feng Zhiming, Jiang Luguang et al., 2015. Anal-ysis of the correlation between NDVI and climate factors in the Lancang River Basin. Journal of Natural Resources, 30(9):1425-1435. (in Chinese) |
[64]
|
Zhang Q, Shi P J, Singh V P et al., 2017. Spatial downscaling of TRMM-based precipitation data using vegetative response in Xinjiang, China. International Journal of Climatology, 37(10):3895-3909. doi: 10.1002/joc.4964 |
[65]
|
Zhang T, Li B L, Yuan Y C et al., 2018a. Spatial downscaling of TRMM precipitation data considering the impacts of macro- geographical factors and local elevation in the Three-River Headwaters Region. Remote Sensing of Environment, 215:109-127. doi: 10.1016/j.rse.2018.06.004 |
[66]
|
Zhang Y Y, Li Y G, Ji X et al., 2018b. Fine-resolution precipitation mapping in a mountainous watershed:geostatistical downscaling of TRMM products based on environmental var-iables. Remote Sensing, 10(1):119. doi: 10.3390/rs10010119 |
[67]
|
Zhang Y Y, Li Y G, Ji X et al., 2018c. Evaluation and hydrologic validation of three satellite-based precipitation products in the upper catchment of the Red River Basin, China. Remote Sens-ing, 10(12):1881. doi: 10.3390/rs10121881 |
[68]
|
Zhao H G, Yang B G, Yang S T et al., 2018. Systematical estima-tion of GPM-based global satellite mapping of precipitation products over China. Atmospheric Research, 201:206-217. doi: 10.1016/j.atmosres.2017.11.005 |
[69]
|
Zheng X, Zhu J J, 2015. A methodological approach for spatial downscaling of TRMM precipitation data in North China. In-ternational Journal of Remote Sensing, 36(1):144-169. doi: 10.1080/01431161.2014.995275 |
[70]
|
Zhou X, Ni G H, Shen C et al., 2017. Remapping annual precipi-tation in mountainous areas based on vegetation patterns:a case study in the Nu River basin. Hydrology and Earth System Sciences, 21(2):999-1015. doi:10.5194/hess-21- 999-2017 |