Sciences in Cold and Arid Regions ›› 2019, Vol. 11 ›› Issue (4): 267-282.doi: 10.3724/SP.J.1226.2019.00267.
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													YuXin Zhang1,Yu Li1( ),XinZhong Zhang1,ChengQi Zhang2,WangTing Ye1,Yuan Liu1
),XinZhong Zhang1,ChengQi Zhang2,WangTing Ye1,Yuan Liu1
												  
						
						
						
					
				
| Anwar T ,  Kravchinsky VA ,  Zhang R , et al ., 2017. Holocene climatic evolution at the Chinese Loess Plateau: testing sensitivity to the global warming-cooling events. Journal of Asian Earth Sciences, 15(166): 223-232. DOI: 10.1016/j.jseaes.2018.07.032 . doi: 10.1016/j.jseaes.2018.07.032 | |
| Arnold JG ,  Srinivasan R ,  Muttiah RS , et al ., 1998. Large area hydrologic modeling and assessment part I: model development. Journal of the American Water Resources Association, 34(1): 73-89. DOI: 10.1111/j.1752-1688.1998.tb059 61.x . doi: 10.1111/j.1752-1688.1998.tb059 61.x | |
| Babich VV , Rudaya NA,  Kalugin IA , et al ., 2015. Complex use of the geochemical features of bottom deposits and pollen records for paleoclimate reconstructions (with lake Teletskoe, Altai Republic, as an example). Contemporary Problems of Ecology, 8(4): 405-413. DOI: 10.1134/S199542 5515040022 . doi: 10.1134/S199542 5515040022 | |
| Badejo AO,  Gal JK ,  Hyun SM , et al ., 2014. Reconstruction of paleohydrological and paleoenvironmental changes using organic carbon and biomarker analyses of sediments from the northern East China Sea. Quaternary International, 10(344): 211-223. DOI: 10.1016/j.quaint.2014.06.035 . doi: 10.1016/j.quaint.2014.06.035 | |
| Bai SY , Wang L , Shi JQ , et al ., 2013. Runoff simulation for Kaidu river basin based on SWAT model. Journal of Arid Land Resources and Environment, 27(9): 79-84. (in Chinese) | |
| Barron EJ ,  Hay WW ,  Thompson S  , 1989. The hydrologic cycle: A major variable during earth history. Palaeogeography Palaeoclimatology Palaeoecology, 3(75): 157-174. DOI: 10.1016/0921-8181(89)90001-5 . doi: 10.1016/0921-8181(89)90001-5 | |
| Brahney J ,  Clague JJ ,  Edwards TWD , et al ., 2010. Late Holocene paleohydrology of Kluane Lake, Yukon Territory, Canada. Journal of Paleolimnology, 44(3): 873-885. DOI: 10.1007/s10933-010-9459-8 . doi: 10.1007/s10933-010-9459-8 | |
| Busacca AJ ,  Begét JE ,  Markewich HW , et al ., 2003. Eolian sediments. Developments in Quaternary Sciences, Volume 1: 275-309. DOI: 10.1016/S1571-0866(03)01013-3 . doi: 10.1016/S1571-0866(03)01013-3 | |
| Cao YZ , 1989. River-lake system and climatic change in east China. China Environmental Science, 9: 247-255. (in Chinese) | |
| Cerlini PB ,  Meniconi S ,  Brunone B  , 2017. Groundwater supply and climate change management by means of global atmospheric datasets. preliminary results. Procedia Engineering, 186C: 420-427. DOI: 10.1016/j.proeng.2017. 03.245 . doi: 10.1016/j.proeng.2017. 03.245 | |
| Chaplot V  , 2005. Impact of DEM mesh size and soil map scale on SWAT runoff, sediment, and NO3-N loads predictions. Journal of Hydrology, 312(1-4): 207-222. DOI: 10.1016/j.jhydrol.2005.02.017. DOI: 10.1016/j.jhydrol.2005.02.017 . doi: 10.1016/j.jhydrol.2005.02.017. DOI: 10.1016/j.jhydrol.2005.02.017 | |
| Chen FH ,  Cheng B ,  Zhao Y , et al ., 2006. Holocene environmental change inferred from a high-resolution pollen record, Lake Zhuyeze, arid China. Holocene, 16(5): 675-684. DOI: 10.1191/0959683606hl951rp . doi: 10.1191/0959683606hl951rp | |
| Clark ID ,  Jean-Charles F  , 1990. Paleoclimatic reconstruction in Northern Oman based on carbonates from hyperalkaline groundwaters. Quaternary Research, 33(3): 320-336. DOI: 10.1016/0033-5894(90)90059-T . doi: 10.1016/0033-5894(90)90059-T | |
| Commandeur JJF , Heiser WJ , 1993. Mathematical Derivations in the Proximity Scaling (PROXSCAL) of Symmetric Data Matrices. Leiden: University of Leiden Department of Data Theory. Available online at: . | |
| Eiler JM  , 2011. Paleoclimate reconstruction using carbonate clumped isotope thermometry. Quaternary Science Reviews, 30(25): 3575-3588. DOI: 10.1016/j.quascirev. 2011.09.001 . doi: 10.1016/j.quascirev. 2011.09.001 | |
| Feng XQ ,  Zhang GX ,  Yin XG  , 2010. Study on the hydrological response to climate change in Wuyur River Basin based on the SWAT Model. Progress in Geography, 29(7): 827-832. DOI: 10.3724/SP.J.1084.2010.00199 . (in Chinese) doi: 10.3724/SP.J.1084.2010.00199 | |
| Guo XY , Chen FH , Shi Q , 2000. The application of GIS and water and energy budget to the study on the water rebuilding of paleo-lake—A case in Shiyang River Drainage. Scientia Geographica Sinica, 20: 422-426. (in Chinese) | |
| Hu YH , Feng JJ , Wang MF , et al ., 2016. Influences of climate and land surface change on runoff and sediment in Jialing River Basin. Science of Soil and Water Conservation, 14(4): 75-83. (in Chinese) | |
| Hua WJ ,  Chen HS ,  Zhu SG , et al ., 2013. Hotspots of the sensitivity of the land surface hydrological cycle to climate change. Chinese Science Bulletin, 58(30): 3682-3688. DOI: 10.1007/s11434-013-5846-7 . doi: 10.1007/s11434-013-5846-7 | |
| Huo ZL ,  Feng SY ,  Kang SZ , et al ., 2008. Effect of climate changes and water-related human activities on annual stream flows of the Shiyang river basin in arid north-west China. Hydrological Processes, 22(16): 3155-3167. DOI: 10.1002/hyp.6900 . doi: 10.1002/hyp.6900 | |
| Ingram BL ,  Sloan D  , 1992. Strontium isotopic composition of estuarine sediments as paleosalinity-paleoclimate indicator. Science, 255(5040): 68-72. DOI: 10.1126/science.255. 5040.68 . doi: 10.1126/science.255. 5040.68 | |
| Jha MK , Arnold JG , Gassman PW , 2006. Water quality modeling for the Raccoon River Watershed using SWAT. Transactions of the ASAE, 50: 479-493. | |
| Krom MD ,  Stanley JD ,  Cliff RA , et al ., 2002. Nile River sediment fluctuations over the past 7000 yr and their key role in sapropel development. Geology, 30(1): 71-74. DOI: 10.1130/0091-7613(2002)030<0071:nrsfot>2.0.co;2 . doi: 10.1130/0091-7613(2002)030<0071:nrsfot>2.0.co;2 | |
| Lettéron A ,  Fournier F ,  Hamon Y , et al ., 2017. Multi-proxy paleoenvironmental reconstruction of saline lake carbonates: Paleoclimatic and paleogeographic implications (Priabonian-Rupelian, Issirac Basin, SE France). Sediment. Sedimentary Geology, 358(1): 97-120. DOI: 10.1016/j.sedgeo.2017.07.006 . doi: 10.1016/j.sedgeo.2017.07.006 | |
| Li CL  , 2011. Runoff simulation in upstream of the Shiyang river basin using SWAT model. Dissertation, University of Lanzhou. DOI: 10.7666/d.Y2336419 . doi: 10.7666/d.Y2336419 | |
| Li FP ,  Zhang YQ ,  Xu ZX , et al ., 2013. The impact of climate change on runoff in the southeastern Tibetan Plateau. Journal of Hydrology, 505(15): 188-201. DOI: 10.1016/j.jhydrol.2013.09.052 . doi: 10.1016/j.jhydrol.2013.09.052 | |
| Li JJ , 1990. The patterns of environmental changes since Late Pleistocene in northwestern China. Quaternary Sciences, 3: 197-204. (in Chinese) | |
| Li X , Li ZJ , Dong JR , 2009a. Application of SWAT model in runoff simulation in upper reaches of Yihe River. Journal of Hohai University, 37(1): 23-26. (in Chinese) | |
| Li Y ,  Liu Y  , 2017. Long-term reconstructions and simulations of the hydrological cycle in the inland rivers, arid China: A case study of the Shiyang River Drainage Basin. Advances in Earth Science, 32(7): 731-743. DOI: 10.11867/j.issn.1001-8166.2017.07.0731 . (in Chinese) doi: 10.11867/j.issn.1001-8166.2017.07.0731 | |
| Li Y ,  Wang NA ,  Cheng HY , et al ., 2009b. Holocene environmental change in the marginal area of the Asian monsoon: a record from Zhuye Lake, NW China. Boreas, 38(2): 349-361. DOI: 10.1111/j.1502-3885.2008.00063.x . doi: 10.1111/j.1502-3885.2008.00063.x | |
| Li Y ,  Wang NA ,  Li ZL , et al ., 2011. Holocene palynological records and their responses to the controversies of climate system in the Shiyang River drainage basin. Chinese Science Bulletin, 56(6): 535-546. DOI: 10.1007/s11434-010-4277-y . doi: 10.1007/s11434-010-4277-y | |
| Li Y ,  Wang NA ,  Zhang CQ , et al ., 2014a. Early Holocene environment at a key location of the northwest boundary of the Asian summer monsoon: a synthesis on chronologies of Zhuye Lake, Northwest China. Journal of Arid Land, 6(5): 511-528. DOI: 10.1007/s40333-014-0064-y . doi: 10.1007/s40333-014-0064-y | |
| Li Y ,  Wang Y ,  Zhang CQ  , 2015. Interactions among millennial-scale geomorphic processes in different parts of a drainage basin, arid China. Physical Geography, 36(5): 367-394. DOI: 10.1080/02723646.2015.1050936 . doi: 10.1080/02723646.2015.1050936 | |
| Li Y ,  Wang Y ,  Zhang CQ , et al ., 2014b. Changes of sedimentary facies and Holocene environments in the middle reaches of inland rivers, arid China: A case study of the Shiyang River. Geographical Research, 33(10): 1866-1880. DOI: 10.11821/dlyj201410008 . (in Chinese) doi: 10.11821/dlyj201410008 | |
| Li Y ,  Zhang CQ ,  Li PC , et al ., 2017a. Basin-wide sediment grain-size numerical analysis and paleo-climate interpretation in the Shiyang River Drainage Basin. Geographical Analysis, 49: 309-327. DOI: 10.1111/gean.12123 . doi: 10.1111/gean.12123 | |
| Li Y ,  Zhang CQ ,  Wang NA , et al ., 2017b. Substantial inorganic carbon sink in closed drainage basins globally. Nature Geoscience, 10(13): 501-506. DOI: 10.1038/ngeo2972 . doi: 10.1038/ngeo2972 | |
| Linsley RK , Crawford NH , 1960. Computation of a synthetic streamflow record on a digital computer. International Association of Scientific Hydrological, 5(3): 526-538. | |
| Liu B ,  Jin HL ,  Sun Z , et al ., 2012. Geochemical evidences of dry climate in the mid-Holocene in Gonghe Basin, northeastern Qinghai-Tibetan Plateau. Sciences in Cold and Arid Regions, 4(6): 472-483. DOI: 10.3724/SP.J.1226.2012. 00472 . doi: 10.3724/SP.J.1226.2012. 00472 | |
| Liu XQ ,  Shen J ,  Wang SM , et al ., 2002. A 16000-year pollen record of Qinghai Lake and its paleo-climate and paleoenvironment. Chinese Science Bulletin, 47(22): 1931-1936. DOI: 10.1360/02tb9421 . doi: 10.1360/02tb9421 | |
| Liu Y ,  Li Y  , 2017. Quantitative reconstruction of precipitation and runoff during MIS 5a, MIS 3a, and Holocene, arid China. Theoretical and Applied Climatology, 130: 747-754. DOI: 10.1007/s00704-016-1921-8 . doi: 10.1007/s00704-016-1921-8 | |
| Long H ,  Wang NA ,  Li Y , et al ., 2007. Mid-Holocene climate variations from lake records of the east Asian monsoon margin: a multi-proxy and geomorphological study. Quaternary Sciences, 27(3): 371-381. DOI: 10.1016/S1872-5791(07)60044-X . (in Chinese) doi: 10.1016/S1872-5791(07)60044-X | |
| Luoto TP ,  Ojala AEK ,  Arppe L , et al ., 2018. Synchronized proxy-based temperature reconstructions reveal mid-to late Holocene climate oscillations in High Arctic Svalbard. Journal of Quaternary Science, 33(1): 93-99. DOI: 10. 1002/jqs.3001 . doi: 10. 1002/jqs.3001 | |
| Ma YZ ,  Liu KB ,  Feng ZD , et al ., 2008a. A survey of modern pollen and vegetation along a south-north transect in Mongolia. Journal of Biogeography, 35(8): 1512-1532. DOI: 10.1111/j.1365-2699.2007.01871.x . doi: 10.1111/j.1365-2699.2007.01871.x | |
| Ma ZM ,  Kang SZ ,  Zhang L , et al ., 2008b. Analysis of impacts of climate variability and human activity on stream flow for a river basin in arid region of northwest China. Journal of Hydrology, 352(3-4): 239-249. DOI: 10.1016/j.jhydrol.2007.12.022 . doi: 10.1016/j.jhydrol.2007.12.022 | |
| Meyers PA  , 2003. Applications of organic geochemistry to paleolimnological reconstructions: a summary of examples from the Laurentian Great Lakes. Organic Geochemistry, 34(2): 261-289. DOI: 10.1016/S0146-6380(02)00168-7 . doi: 10.1016/S0146-6380(02)00168-7 | |
| Meyers PA ,  Ishiwatari R  , 1993. Lacustrine organic geochemistry—an overview of indicators of organic matter sources and diagenesis in lake sediments. Organic Geochemistry, 20(7): 867-900. DOI: 10.1016/0146-6380(93)90100-P . doi: 10.1016/0146-6380(93)90100-P | |
| Mischke S , Lai ZP , Long H , et al ., 2016. Holocene climate and landscape change in the northeastern Tibetan Plateau foreland inferred from the Zhuyeze Lake record. Holocene, 26: 643-654. | |
| Neitsch SL , Arnold JG , Kiniry JR , et al ., 2011. Soil and Water Assessment Tool: Theoretical Documentation, version 2009. Zhengzhou: Yellow River Conservancy Press. | |
| Ohmura A ,  Wild M  , 2002. Is the hydrological cycle accelerating?  Science298(5597): 1345-1346. DOI: 10.1126/science.1078972 . doi: 10.1126/science.1078972 | |
| Qin BQ , 1997. Estimates of paleo-hydrological parameters and water balance of Qinghai lake with energy-water balance model. Oceanologia Et Limnologia Sinica, 28(6): 611-616. (in Chinese) | |
| Reuter J ,  Buenning N ,  Yoshimura K  , 2018. Evaluating hydrological influences on mid-latitude δ18Op in the Middle East. Climate Dynamics, 50(9-10): 3153-3170. DOI: 10.1007/s00382-017-3798-3 . doi: 10.1007/s00382-017-3798-3 | |
| Shi YF ,  Kong ZC ,  Wang SM , et al ., 1994. Climates and environments of the Holocene Mega Thermal Maximum in China. Science in China, 37(4): 481-481. DOI: 10.1007/BF00699859 . doi: 10.1007/BF00699859 | |
| Song ZF ,  Zeng JJ ,  Jin YZ , et al ., 2016. Distributed simulation of monthly runoff using SWAT and SUFI-2 Algorithm in Shiyang River Basin. Bulletin of Soil and Water Conservation, 36(5): 172-177. DOI: 10.13961/j.cnki.stbctb.2016. 05.035 . (in Chinese) doi: 10.13961/j.cnki.stbctb.2016. 05.035 | |
| Sun DH ,  Shaw J ,  An ZS , et al ., 1998. Magnetostratigraphy and paleoclimatic interpretation of a continuous 72 Ma Late Cenozoic Eolian sediments from the Chinese Loess Plateau. Geophysical Research Letters, 25(1): 85-88. DOI: 10.1029/97GL03353 . doi: 10.1029/97GL03353 | |
| Sun W , 2013. Runoff simulation of the Shiyang River basin using SWAT model. Dissertation, University of Lanzhou Technology. | |
| Tong L ,  Kang SZ ,  Zhang L  , 2007. Temporal and spatial variations of evapotranspiration for spring wheat in the Shiyang river basin in northwest China. Agricultural Water Management, 87(3): 241-250. DOI: 10.1016/j.agwat. 2006.07.013 . doi: 10.1016/j.agwat. 2006.07.013 | |
| Törnqvist R ,  Jarsjö J ,  Pietroń J , et al ., 2014. Evolution of the hydro-climate system in the Lake Baikal basin. Journal of Hydrology, 519(27): 1953-1962. DOI: 10.1016/j.jhydrol. 2014.09.074 . doi: 10.1016/j.jhydrol. 2014.09.074 | |
| Vachula RS , Chipman ML , Hu FS , 2017. Holocene climatic change in the Alaskan Arctic as inferred from oxygen-isotope and lake-sediment analyses at Wahoo Lake. Holocene, 27: 1631-1644. | |
| Vance RE ,  Clague JJ ,  Mathewes RW  , 1993. Holocene paleohydrology of a hypersaline lake in southeastern Alberta. Journal of Paleolimnology, 8(2): 103-120. DOI: 10.1007/BF00119784 . doi: 10.1007/BF00119784 | |
| Wang HY  , 1999. Reconstructing Holocene palaeorunoff regimes from palaeoclimate: An initial attempt to apply a climatological approach to palaeohydrology for the north China plain. Chinese Geographical Science, 9(3): 250-257. DOI: 10.1007/s11769-999-0051-y . doi: 10.1007/s11769-999-0051-y | |
| Wang Y ,  Li Y ,  Zhang CQ  , 2016. Holocene millennial-scale erosion and deposition processes in the middle reaches of inland drainage basins, arid China. Environmental Earth Sciences, 75(6): 1-15. DOI: 10.1007/s12665-016-5338-6 . doi: 10.1007/s12665-016-5338-6 | |
| Wang ZG ,  Liu CM ,  Huang YB  , 2003. The theory of SWAT model and its application in Heihe Basin. Progress in Geography, 22(1): 79-86. DOI: 10.11820/dlkxjz.2003.01.010 . (in Chinese) doi: 10.11820/dlkxjz.2003.01.010 | |
| Wang ZG ,  Liu CM ,  Zuo QT , et al ., 2002. Methods of constructing distributed Hydrological Model based on DEM. Progress in Geography, 21(5): 430-439. DOI: 10.1080/12265080208422884 . (in Chinese) doi: 10.1080/12265080208422884 | |
| Winchell M , Srinivasan R , Luzio MD , et al ., 2011. ArcSWAT Interface for SWAT 2009 User' Guide. Zhengzhou, Yellow River Conservancy Press. | |
| Wu HQ ,  Liu SY ,  Huang Q , et al ., 2015. SWAT model based runoff simulation of Datong river basin. Journal of Northwest A & F University (Natural Science Edition), 43(9): 210-216. DOI: 10.13207/j.cnki.jnwafu.2015.09.030 . (in Chinese) doi: 10.13207/j.cnki.jnwafu.2015.09.030 | |
| Xia ZH , Zhou YH , Xu HM , 2010. Water resources responses to climate changes in Hanjiang river basin based on SWAT model. Resources and Environment in the Yangtze Basin, 19(2): 158-163. (in Chinese) | |
| Xiao XY ,  Haberle SG ,  Shen J , et al ., 2014. Latest Pleistocene and Holocene vegetation and climate history inferred from an alpine lacustrine record, northwestern Yunnan Province, southwestern China. Quaternary Science Reviews, 86(15): 35-48. DOI: 10.1016/j.quascirev.2013.12.023 . doi: 10.1016/j.quascirev.2013.12.023 | |
| Xue XY , Wang NA , 2008. Paleoclimatic estimate during the special phases of Holocene in Shiyang River Drainage. Journal of Arid Land Resources and Environment, 22(12): 103-107. (in Chinese) | |
| Yaghoubi B ,  Hosseini SA ,  Nazif S  , 2016. Evaluation of climate change impact on runoff: A case study. Indian Journal of Science and Technology, 9(7): 1-7. DOI: 10.17485/ijst/2016/v9i7/87739 . doi: 10.17485/ijst/2016/v9i7/87739 | |
| Yang DW ,  Li C ,  Ni GH , et al ., 2004. Application of a distributed hydrological model to the Yellow River Basin. Acta Geographica Sinica, 59(1): 143-154. DOI: 10.3321/j.issn:0375-5444.2004.01.018 . (in Chinese) doi: 10.3321/j.issn:0375-5444.2004.01.018 | |
| Yang GL ,  Hao FH ,  Liu CM , et al ., 2003. The study on baseflow estimation and assessment in SWAT—Luohe Basin as an example. Progress in Geography, 22(5): 1256-1264. DOI: 10.1002/ppap.201400126 . (in Chinese) doi: 10.1002/ppap.201400126 | |
| Yao SH , Zhu ZY , Zhang SW , et al ., 2013. Using SWAT model to simulate the discharge of the river Shandianhe in Inner Mongolia. Journal of Arid Land Resources and Environment, 27(1): 175-180. (in Chinese) | |
| Yao ZJ ,  Liu ZF ,  Huang HQ , et al ., 2014. Statistical estimation of the impacts of glaciers and climate change on river runoff in the headwaters of the Yangtze River. Quaternary International, 336(26): 89-97. DOI: 10.1016/j.quaint.2013. 04.026 . doi: 10.1016/j.quaint.2013. 04.026 | |
| Zhang AJ ,  Zhang C ,  Fu GB , et al ., 2012a. Assessments of impacts of climate change and human activities on runoff with SWAT for the Huifa River Basin, Northeast China. Water Resources Management, 26(8): 2199-2217. DOI: 10.1007/s11269-012-0010-8 . doi: 10.1007/s11269-012-0010-8 | |
| Zhang CQ , 2017. Holocene environmental change and carbon cycle in Endorheic Basins—A case study in the Shiyang River Drainage Basin. Dissertation, University of Lanzhou. | |
| Zhang CQ ,  Li Y  , 2016. Verification of watershed vegetation restoration policies, arid China. Scientific Reports, 6: 1-5. DOI: 10.1038/srep30740 . doi: 10.1038/srep30740 | |
| Zhang HC ,  Ma YZ ,  Wünnemann B , et al ., 2000. A Holocene climatic record from arid northwestern China. Palaeogeography Palaeoclimatology Palaeoecology, 162(3): 389-401. DOI: 10.1016/S0031-0182(00)00139-5 . doi: 10.1016/S0031-0182(00)00139-5 | |
| Zhang JR ,  Jia YL ,  Lai ZP , et al ., 2011. Holocene evolution of Huangqihai Lake in semi-arid northern China based on sedimentology and luminescence dating. Holocene, 21: 1261-1268. DOI: 10.1177/0959683611405232 . doi: 10.1177/0959683611405232 | |
| Zhang LY , Pang B , Ma JH , et al ., 2012b. SWAT simulation of runoff in the Gulang river basin. Journal of Beijing Normal University, 48(5): 520-523. (in Chinese) | |
| Zhang XS ,  Hao FH ,  Zhang JY  , 2004. Study on effect of uncertainty in spatial distribution of rainfall on runoff and sediment modeling. Research of Soil and Water Conservation, 11(1): 9-12. DOI: 10.1300/J064v24n01_09 . (in Chinese) doi: 10.1300/J064v24n01_09 | |
| Zhao Q ,  Li XM ,  Wang NA  , 2007. Water balance of Shiyang River Drainage during 6700-5800 yr BP. Journal of Arid Land Resources and Environment, 21(6): 84-91. DOI: 10.1016/S1872-5791(07)60044-X . (in Chinese) doi: 10.1016/S1872-5791(07)60044-X | |
| Zhu Y ,  Chen FH ,  Cheng B , et al ., 2002. Pollen assemblage features of modern water samples from the Shiyang River drainage, arid region of China. Acta Botanica Sinica, 44(3): 367-372. DOI: 10.1127/0340-269X/2002/0032-0129 . doi: 10.1127/0340-269X/2002/0032-0129 | |
| Zhu Y ,  Chen FH ,  Liu HJ , et al ., 2003. Preliminary studies on the air-borne pollen, in the Shiyang river drainage, arid China. Journal of Lanzhou University, 39(2): 100-105. DOI: 10.1023/A:1022289509702 . (in Chinese) doi: 10.1023/A:1022289509702 | 
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