Arid Zone Research ›› 2021, Vol. 38 ›› Issue (5): 1452-1463.doi: 10.13866/j.azr.2021.05.28
• Ecology and Environment • Previous Articles Next Articles
LIU Wanru1,2(),CHENG Chunbo1,LUO Geping1,3,4(),HE Huili1,4
Received:
2020-11-30
Revised:
2021-01-15
Online:
2021-09-15
Published:
2021-09-24
Contact:
Geping LUO
E-mail:liuwanru_1109@outlook.com;luogp@ms.xjb.ac.cn
LIU Wanru,CHENG Chunbo,LUO Geping,HE Huili. Change processes and trends of land use/cover in the Balkhash Lake basin[J].Arid Zone Research, 2021, 38(5): 1452-1463.
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Tab. 1
Dynamic changes of land use/cover in the Balkhash Lake basin"
1970s—2005年 | 2005—2015年 | 1970s—2015年 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
| | | | | | | | | ||
耕地 | 全流域 | -12.58 | 49.82 | -0.25 | 16.05 | 63.58 | 0.25 | 1.45 | 81.84 | 0.02 |
境内 | 30.79 | 54.32 | 0.57 | 5.39 | 46.05 | 0.12 | 37.84 | 84.35 | 0.45 | |
境外 | -31.68 | 47.83 | -0.66 | 25.04 | 78.36 | 0.32 | -14.57 | 80.73 | -0.18 | |
林地 | 全流域 | -0.29 | 71.46 | 0.00 | 32.58 | 149.27 | 0.22 | 32.19 | 156.61 | 0.21 |
境内 | -0.35 | 81.27 | 0.00 | 4.83 | 128.04 | 0.04 | 4.47 | 136.08 | 0.03 | |
境外 | 0.00 | 31.02 | 0.00 | 146.95 | 236.74 | 0.62 | 146.95 | 241.51 | 0.61 | |
草地 | 全流域 | 0.28 | 6.59 | 0.04 | 4.72 | 27.58 | 0.17 | 2.87 | 29.69 | 0.17 |
境内 | -5.69 | 19.99 | -0.28 | -3.10 | 30.00 | -0.10 | -8.61 | 34.31 | -0.25 | |
境外 | 1.36 | 4.17 | 0.33 | 6.05 | 27.17 | 0.22 | 7.49 | 28.85 | 0.26 | |
水域 | 全流域 | 1.64 | 11.01 | 0.15 | -5.54 | 27.98 | -0.20 | -3.99 | 29.36 | -0.14 |
境内 | 6.56 | 87.73 | 0.07 | 11.10 | 120.36 | 0.09 | 18.39 | 138.29 | 0.13 | |
境外 | 1.39 | 6.94 | 0.20 | -6.46 | 22.81 | -0.28 | -5.15 | 23.56 | -0.22 | |
城乡建设用地 | 全流域 | 17.31 | 74.38 | 0.23 | 40.94 | 127.38 | 0.32 | 65.35 | 165.68 | 0.39 |
境内 | 26.08 | 116.83 | 0.22 | 36.98 | 170.30 | 0.22 | 72.70 | 228.62 | 0.32 | |
境外 | 12.75 | 52.24 | 0.24 | 43.25 | 102.37 | 0.42 | 61.51 | 132.87 | 0.46 | |
未利用地 | 全流域 | 1.09 | 4.89 | 0.22 | -13.43 | 43.15 | -0.31 | -12.48 | 43.26 | -0.29 |
境内 | 0.18 | 34.06 | 0.01 | 1.59 | 63.93 | 0.02 | 1.77 | 70.60 | 0.03 | |
境外 | 1.15 | 2.95 | 0.39 | -14.45 | 41.78 | -0.35 | -13.46 | 41.43 | -0.32 | |
整个区域 | 全流域 | - | - | 0.13 | - | - | 0.23 | - | - | 0.19 |
境内 | - | - | 0.24 | - | - | 0.08 | - | - | 0.21 | |
境外 | - | - | 0.43 | - | - | 0.29 | - | - | 0.28 |
Tab. 2
Land use transfer matrix in the Balkhash Lake basin /102 km2"
时段 | 土地利用类型 | 耕地 | 林地 | 草地 | 水域 | 城乡建设用地 | 未利用地 | 合计 | |
---|---|---|---|---|---|---|---|---|---|
1970s—2005年 | 耕地 | 143 | 0 | 48 | 1 | 4 | 11 | 208 | 65 |
林地 | 0 | 29 | 15 | 0 | 0 | 0 | 45 | 16 | |
草地 | 35 | 15 | 2421 | 9 | 2 | 17 | 2500 | 79 | |
水域 | 1 | 0 | 6 | 248 | 0 | 5 | 260 | 12 | |
城乡建设用地 | 2 | 0 | 2 | 0 | 10 | 0 | 14 | 4 | |
未利用地 | 1 | 0 | 15 | 6 | 0 | 1116 | 1137 | 22 | |
合计 | 182 | 45 | 2507 | 264 | 17 | 1150 | 4164 | - | |
| 39 | 16 | 86 | 16 | 7 | 34 | - | - | |
2005—2015年 | 耕地 | 139 | 0 | 33 | 1 | 7 | 1 | 182 | 43 |
林地 | 0 | 19 | 25 | 0 | 0 | 1 | 45 | 26 | |
草地 | 63 | 40 | 2220 | 18 | 7 | 159 | 2507 | 287 | |
水域 | 1 | 0 | 33 | 220 | 0 | 9 | 264 | 44 | |
城乡建设用地 | 5 | 0 | 2 | 0 | 10 | 0 | 17 | 7 | |
未利用地 | 4 | 0 | 311 | 10 | 0 | 824 | 1150 | 325 | |
合计 | 211 | 59 | 2625 | 250 | 24 | 995 | 4164 | - | |
| 72 | 41 | 405 | 30 | 14 | 171 | - | - | |
1970s—2015年 | 耕地 | 124 | 0 | 72 | 1 | 8 | 2 | 208 | 84 |
林地 | 0 | 17 | 26 | 0 | 0 | 1 | 45 | 28 | |
草地 | 77 | 41 | 2191 | 20 | 8 | 162 | 2500 | 308 | |
水域 | 1 | 0 | 32 | 217 | 0 | 10 | 260 | 43 | |
城乡建设用地 | 4 | 0 | 2 | 0 | 7 | 0 | 14 | 7 | |
未利用地 | 3 | 0 | 302 | 11 | 0 | 820 | 1137 | 317 | |
合计 | 211 | 59 | 2625 | 250 | 24 | 995 | 4164 | - | |
| 87 | 42 | 434 | 33 | 17 | 175 | - | - |
Tab. 3
Land use transfer matrix in Kazakhstan /102 km2"
时段 | 土地利用类型 | 耕地 | 林地 | 草地 | 水域 | 城乡建设用地 | 未利用地 | 合计 | |
---|---|---|---|---|---|---|---|---|---|
1970s—2005年 | 耕地 | 87 | 0 | 45 | 0 | 2 | 11 | 144 | 57 |
林地 | 0 | 7 | 1 | 0 | - | 0 | 9 | 1 | |
草地 | 11 | 1 | 2087 | 8 | 1 | 9 | 2117 | 30 | |
水域 | 0 | 0 | 5 | 240 | 0 | 2 | 247 | 7 | |
城乡建设用地 | 1 | - | 1 | 0 | 8 | 0 | 9 | 2 | |
未利用地 | 1 | 0 | 7 | 2 | 0 | 1056 | 1066 | 10 | |
合计 | 99 | 9 | 2146 | 250 | 11 | 1078 | 3592 | - | |
| 12 | 1 | 59 | 10 | 3 | 22 | - | - | |
2005—2015年 | 耕地 | 72 | 0 | 23 | 0 | 2 | 1 | 99 | 26 |
林地 | 0 | 5 | 4 | 0 | - | 0 | 9 | 4 | |
草地 | 47 | 17 | 1919 | 16 | 5 | 142 | 2146 | 227 | |
水域 | 0 | 0 | 32 | 214 | 0 | 5 | 250 | 37 | |
城乡建设用地 | 1 | 0 | 2 | 0 | 8 | 0 | 11 | 3 | |
未利用地 | 3 | 0 | 296 | 5 | 0 | 775 | 1078 | 303 | |
合计 | 123 | 22 | 2276 | 234 | 15 | 922 | 3592 | - | |
| 51 | 17 | 356 | 20 | 8 | 147 | - | - | |
1970s—2015年 | 耕地 | 76 | 0 | 64 | 0 | 3 | 1 | 144 | 69 |
林地 | 0 | 5 | 4 | - | - | 0 | 9 | 4 | |
草地 | 44 | 17 | 1891 | 17 | 6 | 142 | 2117 | 226 | |
水域 | 0 | 0 | 30 | 211 | 0 | 5 | 247 | 35 | |
城乡建设用地 | 1 | 0 | 2 | 0 | 6 | 0 | 9 | 3 | |
未利用地 | 2 | 0 | 285 | 5 | 0 | 773 | 1066 | 293 | |
合计 | 123 | 22 | 2276 | 234 | 15 | 922 | 3592 | - | |
| 48 | 17 | 385 | 23 | 9 | 149 | - | - |
Tab. 4
Land use transfer matrix in China /10² km²"
时段 | 土地利用类型 | 耕地 | 林地 | 草地 | 水域 | 城乡建设用地 | 未利用地 | 合计 | |
---|---|---|---|---|---|---|---|---|---|
1970s—2005年 | 耕地 | 56 | 0 | 4 | 1 | 3 | 0 | 64 | 7 |
林地 | 0 | 21 | 14 | 0 | 0 | 0 | 36 | 15 | |
草地 | 24 | 14 | 333 | 2 | 1 | 8 | 382 | 49 | |
水域 | 1 | 0 | 1 | 8 | 0 | 3 | 13 | 5 | |
城乡建设用地 | 2 | 0 | 0 | 0 | 3 | 0 | 5 | 2 | |
未利用地 | 0 | 0 | 8 | 3 | 0 | 58 | 70 | 12 | |
合计 | 83 | 36 | 360 | 14 | 6 | 71 | 570 | - | |
| 27 | 15 | 27 | 6 | 4 | 12 | - | - | |
2005—2015年 | 耕地 | 66 | 0 | 10 | 1 | 5 | 1 | 83 | 17 |
林地 | 0 | 14 | 21 | 0 | 0 | 1 | 36 | 22 | |
草地 | 16 | 23 | 301 | 2 | 2 | 17 | 360 | 60 | |
水域 | 1 | 0 | 2 | 6 | 0 | 5 | 14 | 8 | |
城乡建设用地 | 3 | 0 | 1 | 0 | 2 | 0 | 6 | 4 | |
未利用地 | 1 | 0 | 15 | 6 | 0 | 49 | 71 | 22 | |
合计 | 88 | 38 | 349 | 15 | 9 | 72 | 570 | - | |
| 21 | 24 | 48 | 9 | 6 | 23 | - | - | |
1970s—2015年 | 耕地 | 49 | 0 | 8 | 1 | 5 | 1 | 64 | 15 |
林地 | 0 | 12 | 22 | 0 | 0 | 1 | 36 | 24 | |
草地 | 33 | 24 | 300 | 3 | 2 | 19 | 382 | 82 | |
水域 | 1 | 0 | 2 | 5 | 0 | 5 | 13 | 8 | |
城乡建设用地 | 3 | 0 | 1 | 0 | 1 | 0 | 5 | 4 | |
未利用地 | 1 | 0 | 17 | 6 | 0 | 46 | 70 | 24 | |
合计 | 88 | 38 | 349 | 15 | 9 | 72 | 570 | - | |
| 39 | 25 | 49 | 10 | 7 | 25 | - | - |
[1] | 孔祥伦, 李云龙, 韩美, 等. 1986—2016年黄河三角洲土地利用/覆被变化及景观格局分析[J]. 西南林业大学学报(自然科学版), 2020, 40(4): 122-131. |
[ Kong Xianglun, Li Yunlong, Han Mei, et al. Analysis of land use/cover change and landscape pattern in the yellow river delta during 1986-2016[J]. Journal of Southwest Forestry University(Natural Sciences Edition), 2020, 40(4): 122-131. ] | |
[2] |
白娥, 薛冰. 土地利用与土地覆盖变化对生态系统的影响[J]. 植物生态学报, 2020, 44(5): 543-552.
doi: 10.17521/cjpe.2020.0071 |
[ Bai Er, Xue Bing. A review of influences of land use and land cover change on ecosystems[J]. Chinese Journal of Plant Ecology, 2020, 44(5): 543-552. ]
doi: 10.17521/cjpe.2020.0071 |
|
[3] |
杨玉盛. 全球环境变化对典型生态系统的影响研究: 现状、挑战与发展趋势[J]. 生态学报, 2017, 37(1): 1-11.
doi: 10.1016/j.chnaes.2016.09.003 |
[ Yang Yusheng. The impacts of global environmental changes on typical ecosystems: Status, challenges and trends[J]. Acta Ecologica Sinica, 2017, 37(1): 1-11. ]
doi: 10.1016/j.chnaes.2016.09.003 |
|
[4] |
王文涛, 刘燕华, 于宏源. 全球气候变化与能源安全的地缘政治[J]. 地理学报, 2014, 69(9): 1259-1267.
doi: 10.11821/dlxb201409002 |
[ Wang Wentao, Liu Yanhua, Yu Hongyuan. The geopolitical pattern of global climate change and energy security issues[J]. Acta Geographica Sinica, 2014, 69(9): 1259-1267. ]
doi: 10.11821/dlxb201409002 |
|
[5] | Krishna P V, Vadrevu K P, Ohara T. Focus on land use cover changes and environmental impacts in South/Southeast Asia[J]. Envirmental Research Letters, 2020, 15(10): 100201. |
[6] | 张新荣, 刘林萍, 方石, 等. 土地利用/覆被变化(LUCC)与环境变化关系研究进展[J]. 生态环境学报, 2014, 23(12): 2013-2021. |
[ Zhang Xinrong, Liu Linping, Fang Shi, et al. Research advances on the relationship between land use/cover change and environmental change[J]. Ecology and Environmental Sciences, 2014, 23(12): 2013-2021. ] | |
[7] |
张琪, 罗格平, 李龙辉, 等. 基于土地利用/覆被变化表征的现代绿洲演变过程——以天山北坡三工河流域为例[J]. 地理学报, 2016, 71(7): 1157-1171.
doi: 10.11821/dlxb201607006 |
[ Zhang Qi, Luo Geping, Li Longhui, et al. Modern oasis evolution analysis based on land-use and land-cover change: A case study in Sangong River Basin on the northern slope of Tianshan Mountains[J]. Acta Geographica Sinica, 2016, 71(7): 1157-1171. ]
doi: 10.11821/dlxb201607006 |
|
[8] |
Guyassa E, Amaury F, Sil L, et al. Changes in land use/cover mapped over 80 years in the Highlands of Northern Ethiopia[J]. Journal of Geographical Sciences, 2018, 28(10): 1538-1559.
doi: 10.1007/s11442-018-1560-3 |
[9] | 于兴修, 杨桂山, 王瑶. 土地利用/覆被变化的环境效应研究进展与动向[J]. 地理科学, 2004, 24(5): 627-633. |
[ Yu Xingxiu, Yang Guishan, Wang Yao. Advances in researches on environmental effects of land use/cover change[J]. Scientia Geographica Sinica, 2004, 24(5): 627-633. ] | |
[10] | 华文剑, 陈海山, 李兴. 中国土地利用/覆盖变化及其气候效应的研究综述[J]. 地球科学进展, 2014, 29(9): 1025-1036. |
[ Hua Wenjian, Chen Haishan, Li Xing. Review of land use and land cover change in China and associated climatic effects[J]. Advances in Earth Science, 2014, 29(9): 1025-1036. ] | |
[11] | 史晓亮, 李颖, 严登华, 等. 流域土地利用/覆被变化对水文过程的影响研究进展[J]. 水土保持研究, 2013, 20(4): 301-308. |
[ Shi Xiaoliang, Li Ying, Yan Denghua, et al. Advances in the impacts of watershed land use/cover change on hydrological processes[J]. Research of Soil and Water Conservation, 2013, 20(4): 301-308. ] | |
[12] | 付颖昕, 杨恕. 苏联时期哈萨克斯坦伊犁—巴尔喀什湖流域开发述评[J]. 兰州大学学报(社会科学版), 2009, 37(4): 16-24. |
[ Fu Yingxin, Yang Shu. Commentary on the development of Kazakhstan Ili-Balkhash Basin during the Soviet period[J]. Journal of Lanzhou University(Social Sciences Edition), 2009, 37(4): 16-24. ] | |
[13] | 肖婷婷, 夏自强, 郭利丹, 等. 巴尔喀什湖流域1936—2005年气温特征[J]. 河海大学学报(自然科学版), 2011, 39(4): 391-396. |
[ Xiao Tingting, Xia Ziqiang, Guo Lidan, et al. Temperature characteristics in the Balkhash Lake Basin from 1936 to 2005[J]. Journal of Hohai University(Natural Sciences Edition), 2011, 39(4): 391-396. ] | |
[14] | 杨川德. 巴尔喀什湖水位变化及其原因[J]. 干旱区地理, 1993, 16(1): 36-42. |
[ Yang Chuande. Changes in the water level of Lake Balkhash and its causes[J]. Arid Land Geography, 1993, 16(1): 36-42. ] | |
[15] | 邓铭江, 王志杰, 王姣妍. 巴尔喀什湖生态水位演变分析及调控对策[J]. 水利学报, 2011, 42(4): 403-413. |
[ Deng Mingjiang, Wang Zhijie, Wang Jiaoyan. Analysis of Balkhash Lake ecological water level evolvement and its regulation strategy[J]. Journal of Hydraulic Engineering, 2011, 42(4): 403-413. ] | |
[16] | 臧菁菁, 李国柱, 宋开山, 等. 1975—2014年巴尔喀什湖水体面积的变化[J]. 湿地科学, 2016, 14(3): 368-375. |
[ Zang Jingjing, Li Guozhu, Song Kaishan, et al. Change of water area of Lake Balkhash during 1975-2014[J]. Wetland Science, 2016, 14(3): 368-375. ] | |
[17] | 高彦华, 王洪亮, 周旭, 等. 巴尔喀什湖近30余年动态变化遥感监测与分析[J]. 环境与可持续发展, 2016, 41(1): 102-106. |
[ Gao Yanhua, Wang Hongliang, Zhou Xu, et al. Remote sensing monitoring and analysis of the dynamic changes of Balkhash Lake in the past 30 years[J]. Environment and Sustainable Development, 2016, 41(1): 102-106. ] | |
[18] |
Aibek Z, Kamshat T, Ronny B. Water in Kazakhstan, a key in Central Asian water management[J]. Hydrological Sciences Journal, 2018, 63(5): 752-762.
doi: 10.1080/02626667.2018.1447111 |
[19] | 龙爱华, 邓铭江, 谢蕾, 等. 巴尔喀什湖水量平衡研究[J]. 冰川冻土, 2011, 33(6): 1341-1352. |
[ Long Aihua, Deng Mingjiang, Xie Lei, et al. A study of the water balance of Lake Balkhash[J]. Journal of Glaciology and Geocryology, 2011, 33(6): 1341-1352. ] | |
[20] | 郭利丹, 夏自强, 李捷, 等. 巴尔喀什湖流域气候变化特征分析[J]. 河海大学学报(自然科学版), 2008, 52(3): 316-321. |
[ Guo Lidan, Xia Ziqiang, Li Jie, et al. Characteristics of climatic change in the Balkhash Lake Basin[J]. Journal of Hohai University(Natural Sciences Edition), 2008, 52(3): 316-321. ] | |
[21] | 张潇, 夏自强, 郭利丹, 等. 1960—2010年巴尔喀什湖流域干湿特征分析[J]. 资源科学, 2016, 38(6): 1118-1128. |
[ Zhang Xiao, Xia Ziqiang, Guo Lidan, et al. Analysis of aridity-wetness characteristics in the Balkhash Lake Basin from 1960 to 2010[J]. Resources Science, 2016, 38(6): 1118-1128. ] | |
[22] | 周文婧, 夏自强, 黄峰, 等. 巴尔喀什湖流域降水量及其年内分配的变化特征[J]. 水电能源科学, 2013, 31(6): 10-13. |
[ Zhou Wenjing, Xia Ziqiang, Huang Feng, et al. Variation characteristics of precipitation and its annual distribution in Balkhash Lake Basin[J]. Water Resources and Power, 2013, 31(6): 10-13. ] | |
[23] | 王宙. 巴尔喀什湖流域径流变化特征分析[J]. 水利科技与经济, 2012, 18(5): 53-58. |
[ Wang Zhou. Analysis of runoff variation characteristics in Balkhash Lake Basin[J]. Water Conservancy Science and Technology and Economy, 2012, 18(5): 53-58. ] | |
[24] |
Nurtazin S, Pueppke S, Ospan T, et al. Quality of drinking water in the Balkhash district of Kazakhstan’s Almaty region[J]. Water, 2020, 12(2): 392.
doi: 10.3390/w12020392 |
[25] |
Marat K, Pedro R, Zenaida S M, et al. The water-energy-food nexus in Kazakhstan: Challenges and opportunities[J]. Energy Procedia, 2017, 125: 63-70.
doi: 10.1016/j.egypro.2017.08.064 |
[26] | 谢蕾, 龙爱华, 邓铭江, 等. 伊犁河下游三角洲生态耗水研究[J]. 冰川冻土, 2011, 33(6): 1330-1340. |
[ Xie Lei, Long Aihua, Deng Mingjiang, et al. Study on ecological water consumtion in delta of the lower reaches of Ili River[J]. Journal of Glaciology and Geocryology, 2011, 33(6): 1330-1340. ] | |
[27] |
Mukhitdinov A, Nurtazin S, Alimova S, et al. The transformation of ecosystems of the Ili River delta (Kazakhstan) under the flow regulation and climate change[J]. Applied Ecology and Environmental Research, 2020, 18(2): 2483-2498.
doi: 10.15666/aeer |
[28] |
Aiman I, Niels T, Sebastian S, et al. Vegetation, fauna, and biodiversity of the Ile Delta and southern Lake Balkhash: A review[J]. Journal of Great Lakes Research, 2015, 41(3): 688-696.
doi: 10.1016/j.jglr.2015.04.002 |
[29] | 马艳. 伊犁河谷地西部区域土地利用变化及驱动力研究[D]. 乌鲁木齐: 新疆师范大学, 2011. |
[ Ma Yan. The Land Use Change and the Driving Forces of Ili River Valley[D]. Urumqi: Xinjiang Normal University, 2011. ] | |
[30] | 刘纪远. 国家资源环境遥感宏观调查与动态监测研究[J]. 遥感学报, 1997, 12(3): 225-230. |
[ Liu Jiyuan. Study on national resources and environment survey and dynamic monitoring using remote sensing[J]. Journal of Remote Sensing, 1997, 12(3): 225-230. ] | |
[31] | 刘瑞, 朱道林. 基于转移矩阵的土地利用变化信息挖掘方法探讨[J]. 资源科学, 2010, 32(8): 1544-1550. |
[ Liu Rui, Zhu Daolin. Methods for detecting land use changes based on the land use transition matrix[J]. Resources Science, 2010, 32(8): 1544-1550. ] | |
[32] |
Kirsten M, Geoffrey M H. Land surface phenology, climatic variation, and institutional change: Analyzing agricultural land cover change in Kazakhstan[J]. Remote Sensing of Environment, 2004, 89(4): 497-509.
doi: 10.1016/j.rse.2003.11.006 |
[33] | Henebry G M, de Beurs K M, Gitelson A A. Land surface dynamics in Kazakhstan: Dynamic baselines and change detection[J]. Geoscience and Remote Sensing Symposium, 2002, 2: 1060-1062. |
[34] | 刘燕平. 哈萨克斯坦土地管理机构及法律法规[J]. 国土资源情报, 2008, 9(3): 22-25. |
[ Liu Yanping. Kazakhstan land administration agencies and laws and regulations[J]. Land and Resources Information, 2008, 9(3): 22-25. ] | |
[35] | 朱磊, 罗格平, 陈曦, 等. 伊犁河中下游近40年土地利用与覆被变化[J]. 地理科学进展, 2010, 29(3): 292-300. |
[ Zhu Lei, Luo Geping, Chen Xi, et al. Detection of land use/land cover change in the middle and lower reaches of the Ili River, 1970s-2007[J]. Progress in Geography, 2010, 29(3): 292-300. ] | |
[36] | 胡增运, 胡汝骥, 周启鸣, 等. 亚洲中部干旱区干湿时空变化特征[J]. 干旱区研究, 2018, 35(2): 260-268. |
[ Hu Zengyun, Hu Ruji, Zhou Qiming, et al. Spatiotemporal variation of wetting or drying in the arid regions in Central Asia[J]. Arid Zone Research, 2018, 35(2): 260-268. ] | |
[37] | 梁红闪, 王丹, 郑江华. 伊犁河流域地表蒸散量时空特征分析[J]. 灌溉排水学报, 2020, 39(7): 100-110. |
[ Liang Hongshan, Wang Dan, Zheng Jianghua. Temporal and spatial characteristics of surface evapotranspiration in the Ili River Basin[J]. Journal of Irrigation and Drainage, 2020, 39(7): 100-110. ] | |
[38] |
Liu Shuang, Luo Geping, Wang Hao. Temporal and spatial changes in crop water use efficiency in Central Asia from 1960 to 2016[J]. Sustainability, 2020, 12(2): 572.
doi: 10.3390/su12020572 |
|