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| 1 | Performance and uncertainty analysis of a short-term climate reconstruction based on multi-source data in the Tianshan Mountains region,China显示文摘Short-term climate reconstruction,i.e.,the reproduction of short-term(several decades)historical climatic time series based on the relationship between observed data and available longer-term reference data in a certain area,can extend the length of climatic time series and offset the shortage of observations.This can be used to assess regional climate change over a much longer time scale.Based on monthly grid climate data from a Coupled Model Inter-comparison Project phase 5(CMIP5)dataset for the period of 1850–2000,the Climatic Research Unit(CRU)dataset for the period of 1901–2000 and the observed data from 53 meteorological stations located in the Tianshan Mountains region(TMR)of China during the period of 1961–2011,we calibrated and validated monthly average temperature(MAT)and monthly accumulated precipitation(MAP)in the TMR using the delta,physical scaling(SP)and artificial neural network(ANN)methods.Performance and uncertainty during the calibration(1971–1999)and verification(1961–1970)periods were assessed and compared using traditional performance indices and a revised set pair analysis(RSPA)method.The calibration and verification processes were subjected to various sources of uncertainty due to the influence of different reconstructed variables,different data sources,and/or different methods used.According to traditional performance indices,both the CRU and CMIP5 datasets resulted in satisfactory calibrated and verified MAT time series at 53 meteorological stations and MAP time series at 20 meteorological stations using the delta and SP methods for the period of 1961–1999.However,the results differed from those obtained by the RSPA method.This showed that the CRU dataset produced a low degree of uncertainty(positive connection degree)during the calibration and verification of MAT using the delta and SP methods compared to the CMIP5 dataset.Overall,the calibrated and verified MAP had a high degree of uncertainty(negative connection degree)regardless of the dataset or reconstruction method used.Therefore,the reconstructed time series of MAT for the period of 1850(or 1901)–1960 based on the CRU and CMIP5 datasets using the delta and SP methods could be used for further study.The results of this study will be useful for short-term(several decades)regional climate reconstruction and longer-term(100 a or more)assessments of regional climate change. | LI Xuemei Slobodan P SIMONOVIC LI Lanhai ZHANG Xueting QIN Qirui | 2020 | Journal of Arid Land2020，12，3： | 2 |
| 2 | Risk-based parameter selection for short-term reservoir operation显示文摘 | Slobodan P Simonovic Henry D Venema | 1992 | Journal of Hydrology1992，131，： | 1 |
| 3 | World water dynamics: Global modeling of water resources 显示文摘 | Slobodan P Simonovic | 2002 | Journal of Environmental Manage- ment2002，66，： | 1 |
| 4 | An Intelligent Decision Support System for Management of Floods 显示文摘 | Sajjad Ahmad Slobodan P Simonovic | 2006 | Water Resources Management2006，20，3： | 1 |
| 5 | Short term streamflow forecasting using artificial neural networks 显示文摘 | Cameron M Zealand Donald H Burn Slobodan P Simonovic | 1999 | Journal of Hydrology1999，，214： | 1 |
| 6 | Risk-based parameter selection for short-term reservoir operation显示文摘 | Slobodan P Simonovic Henry D Venema | 1992 | Journal of Hydrology1992，131，： | 1 |
| 7 | Optimization of water distribution network design using differential evolution显示文摘 | Vasan A Simonovic Slobodan P | | 0，，02： | 1 |
| 8 | Computer - based Model for Flood Evacuation Emergency Planning显示文摘 | Slobodan P Simonovic Sajjad Ahmad | 2005 | Natural Hazards2005，34，： | 1 |
| 9 | A new methodology for water resources multicriteria decision making under uncertainty显示文摘 | Slobodan P Simonovic Rakesh Verma | 2008 | Physics and Chemistry of the Earth2008，33，5： | 1 |
| 10 | Computer-based model for flood evacuation emergency planning 显示文摘 | Slobodan P Simonovic Sajjad Ahmad | 2005 | Natural Hazards2005，34，1： | 1 |
| 11 | A fuzzy compromise approach to water resource systems planning under uncertainty 显示文摘 | Bender Michael J Simonovic Slobodan P | 2000 | Fuzzy Sets and Systems2000，115，1： | 1 |
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