Regional Sustainability ›› 2023, Vol. 4 ›› Issue (1): 54-67.doi: 10.1016/j.regsus.2023.03.001cstr: 32279.14.j.regsus.2023.03.001
• Full Length Article • Previous Articles Next Articles
WEI Xingtaoa, Oliver Valentine EBOYa,*(), CAO Guangchaob, XU Lua
Received:
2022-07-07
Accepted:
2023-03-01
Published:
2023-03-30
Online:
2023-04-14
Contact:
Oliver Valentine EBOY
E-mail:oliver@ums.edu.my
Supported by:
WEI Xingtao, Oliver Valentine EBOY, CAO Guangchao, XU Lu. Spatio-temporal variation of water conservation and its impact factors on the southern slope of Qilian Mountains[J]. Regional Sustainability, 2023, 4(1): 54-67.
Fig. 1.
Location (a) and land use/land cover (LULC; b) of southern slope of Qilian Mountains. Note that this map is based on the standard map (No. GS (2020)4619) of the Map Service System (http://bzdt.ch.mnr.gov.cn/) marked by the Ministry of Natural Resources of the People’s Republic of China, and the base map has not been modified."
Table 1
Description of data used in this study."
Parameter | Year | Resolution | Type | Data source |
---|---|---|---|---|
Soil data | 1995 | 1:100,000 | Map | http://www.resdc.cn/ |
Rainfall | 2000, 2005, 2010, and 2015 | 1000 m | Raster | http://www.resdc.cn/DOI |
Evapotranspiration | 2000, 2005, 2010, and 2015 | 100 m | Raster | Zhen ( |
NDVI | 2000, 2005, 2010, and 2015 | 250 m | Raster | http://www.dsac.cn/ |
LAI | 2000, 2005, 2010, and 2015 | 250 m | Raster | http://www.dsac.cn/ |
LULC | 2000, 2005, 2010, and 2015 | 30 m | Raster | Qinghai Province Key Laboratory of Physical Geography and Environmental Process |
Table 3
Water conservation on the southern slope of Qilian Mountains in 2000, 2005, 2010, and 2015."
Year | Water conservation (mm) | ||||
---|---|---|---|---|---|
Maximum | Minimum | Mean | Standard deviation | Total | |
2000 | 290.38 | 4.20 | 63.44 | 38.53 | 1.47×108 |
2005 | 316.32 | 12.58 | 94.17 | 39.23 | 2.31×108 |
2010 | 275.21 | 12.93 | 84.67 | 33.35 | 2.08×108 |
2015 | 276.34 | 12.27 | 85.17 | 34.91 | 2.09×108 |
Fig. 5.
Spatial correlation between rainfall and water conservation on the southern slope of Qilian Mountains (a); Spatial distribution of Moran’s I value for the correlation coefficient between Rainfall and water conservation (b); spatial distribution of different levels of rainfall in 2000 (c), 2005 (d), 2010 (e), and 2015 (f); and percentage of area in different levels of rainfall in 2000, 2005, 2010, and 2015 (g). HH represents cluster of high correlation coefficient between rainfall and water conservation; LL represents cluster of low correlation coefficient between rainfall and water conservation; HL represents area with high correlation coefficient between rainfall and water conservation surrounded by areas with low correlation coefficient between rainfall and water conservation; and LH represents area with low correlation coefficient between rainfall and water conservation surrounded by areas with high correlation coefficient between rainfall and water conservation. **, significance at P<0.05 level; ***, significance at P<0.01 level; NS, not significant."
Fig. 6.
Spatial correlation between evapotranspiration and water conservation on the southern slope of Qilian Mountains (a); Spatial distribution of Moran’s I value for the correlation coefficient between evapotranspiration and water conservation (b); spatial distribution of different levels of evapotranspiration in 2000 (c), 2005 (d), 2010 (e), and 2015 (f); and percentage of area in different levels of evapotranspiration in 2000, 2005, 2010, and 2015 (g). HH’ represents cluster of high correlation coefficient between evapotranspiration and water conservation; LL’ represents cluster of low correlation coefficient between evapotranspiration and water conservation; HL’ represents area with high correlation coefficient between evapotranspiration and water conservation surrounded by areas with low correlation coefficient between evapotranspiration and water conservation; and LH’ represents low correlation coefficient between evapotranspiration and water conservation surrounded by areas with high correlation coefficient between evapotranspiration and water conservation. **, significance at P<0.05 level; ***, significance at P<0.01 level; NS, not significant."
Fig. 9.
Spatial distribution (a) and proportion (b) of different classifications of water conservation index on the southern slope of Qilian Mountains. HH” represents cluster of areas with high value of water conservation index; LL” represents cluster of areas with low value of water conservation index; HL” represents area with high value of water conservation index surrounded by areas with low value of water conservation index; and LH” represents area with low value of water conservation index surrounded by areas with high value of water conservation index."
[1] | Cao G.C., Zhang H., Cao S.K., et al., 2016. Variation characteristics and impact factors of reference evapotranspiration in southern slope of Qilian Mountains. Journal of Qinghai Normal University (Natural Science). 32(3), 43-50. (in Chinese) |
[2] | Chen D.Q., Lan Z.Y., Chen X.H., et al., 2021. Application of InVEST model in evaluation of water conservation function at city and county-level—A case study in Guangzhou City, Guangdong Province. Bulletin of Soil and Water Conservation. 41(4), 196-206. (in Chinese) |
[3] |
Chen J.M., Chen X.Y., Ju W.M., et al., 2005. Distributed hydrological model for mapping evapotranspiration using remote sensing inputs. J. Hydrol. 305(1-4), 15-39.
doi: 10.1016/j.jhydrol.2004.08.029 |
[4] | Chen S.S., Liu K., Bao Y.B., et al., 2016. Spatial pattern and influencing factors of water conservation service functions in Shangluo City. Scientia Geographica Sinica. 36(10), 1546-1554. (in Chinese) |
[5] | Fang X., Hu G.L., Fan Z.H., et al., 2021. Ecological health assessment of Dongfeng Canal in Zhengzhou City based on AHP analytic hierarchy process. Journal of Henan Agricultural University. 55(3), 544-550. (in Chinese) |
[6] | Fu J.X., Cao G.C., Li L.Q., et al., 2018. Analysis of temporal and spatial variation characteristics of precipitation in the south slope of Qilian Mountains and its nearby regions during 1960-2014. Research of Soil and Water Conservation. 25(4), 152-161. (in Chinese) |
[7] | Fu J.X., Cao G.C., Guo W.J., 2020. Land use change and its driving force on the southern slope of Qilian Mountains from 1980 to 2018. Chinese Journal of Applied Ecology. 31(8), 2699-2709. (in Chinese) |
[8] |
Guo B., Yang F., Fan J.F., et al., 2022a. The changes of spatiotemporal pattern of rocky desertification and its dominant driving factors in typical karst mountainous areas under the background of global change. Remote Sens. 14(10), 2351, doi: 10.3390/rs14102351.
doi: 10.3390/rs14102351 |
[9] |
Guo B., Yang F., Li J.L., et al., 2022b. A novel-optimal monitoring index of rocky desertification based on feature space model and red edge indices that derived from sentinel-2 MSI image. Geomat. Nat. Hazards Risk. 13(1), 1571-1592.
doi: 10.1080/19475705.2022.2092038 |
[10] | Hou X.C., Sun W., Li J.G., et al., 2018. The progress of research and forecast on the quantification of forest water conservation capacity. Journal of Arid Land Resources and Environment. 32(1), 121-127. (in Chinese) |
[11] |
Li M.Y., Liang D., Xia J., et al., 2021. Evaluation of water conservation function of Danjiang River Basin in Qinling Mountains, China based on InVEST model. J. Environ. Manage. 286, 112212, doi: 10.1016/j.jenvman.2021.112212.
doi: 10.1016/j.jenvman.2021.112212 |
[12] |
Li P.Y., Qian H., 2018. Water resources research to support a sustainable China. Int. J. Water Resour. Dev. 34(3), 327-336.
doi: 10.1080/07900627.2018.1452723 |
[13] | Li S.L., Xu J.W., Ding Y.D., et al., 2021. Litter water-holding and water-loss characteristics of trees and ferns in the water conservation forests at the middle reaches of Gan River. Journal of Soil and Water Conservation. 35(3), 170-176. (in Chinese) |
[14] | Liu J., Fu B., Zhang C.H., et al., 2019. Assessment of ecosystem water retention and its value in the upper reaches of Minjiang River based on InVEST model. Resources and Environment in the Yangtze Basin. 28(3), 577-585. (in Chinese) |
[15] | Liu S.F., Chen J.C., Guan S., et al., 2020. Effect of future land use change on water conservation function based on InVEST Model—taking Yangxi River Basin as an example. Journal of Anhui Agricultural Sciences. 48(15), 67-70. (in Chinese) |
[16] | Liu X.D., Zhang W.Q., Feng Y.J., et al., 2022. Research on water conservation function of forest ecosystems: Progress and prospect. Chinese Journal of Ecology. 41(4), 784-791. (in Chinese) |
[17] | Liu Y., Li Y.S., Shan S.Y., et al., 2021. Spatiotemporal variability in the water conservation amount in Gansu Qilian Mountain National Nature Reserve. Pratacultural Science. 38(8), 1420-1431. (in Chinese) |
[18] | Liu Y.X., Shi X.L., Shi W.J., 2021. Evaluation of water retention services of forest ecosystems in Fujian Province: Comparison between results from the InVEST model and meta-analysis. Acta Ecologica Sinica. 41(4), 1349-1361. (in Chinese) |
[19] | Lü L.T., Ren T.T., Sun C.Z., et al., 2020. Spatial and temporal changes of water supply and water conservation function in Sanjiangyuan National Park from 1980 to 2016. Acta Ecologica Sinica. 40(3), 993-1003. (in Chinese) |
[20] |
Mu S.J., Li J.L., Chen Y.Z., et al., 2012. Spatial differences of variations of vegetation coverage in Inner Mongolia during 2001-2010. Acta Geographica Sinica. 67(9), 1255-1268. (in Chinese)
doi: 10.11821/xb201209010 |
[21] | Nie Y.H., 2010. A study of the water conservation of Qilian Mountains based on surface energy balance and SCS model. Earth Science Frontiers. 17(3), 269-275. (in Chinese) |
[22] | Niu Y., Liu X.D., Zhang X.L., et al., 2013. Ecological monitoring and evaluation indexes of water resource conservation function in Qilian Mountains. Journal of Central South University of Forestry & Technology. 33(11), 120-124. (in Chinese) |
[23] |
Panahandeh T., Attarod P., Sadeghi S.M.M., et al., 2022. The performance of the reformulated Gash rainfall interception model in the Hyrcanian temperate forests of northern Iran. J. Hydrol. 612(Part A), 128092, doi: 10.1016/j.jhydrol.2022.128092.
doi: 10.1016/j.jhydrol.2022.128092 |
[24] |
Qian D.W., Du Y.G., Li Q., et al., 2021. Alpine grassland management based on ecosystem service relationships on the southern slopes of the Qilian Mountains, China. J. Environ. Manage. 288, 112447, doi: 10.1016/j.jenvman.2021.112447.
doi: 10.1016/j.jenvman.2021.112447 |
[25] | Shi X.Z., Yu D.S., Gao P., 2007. Soil information system of China (SISChina) and its application. Soils. 39(3), 329-333. (in Chinese) |
[26] | Song P.F., Ji M., Liu Z.Q., et al., 2020. Correlation analysis of vegetation coverage change and climate factors in Shandong Province. Science of Surveying and Mapping. 45(3), 81-86. (in Chinese) |
[27] | Sun R., Zhang X.Q., 2010. Progress in application of watershed runoff simulation based on SWAT. Journal of China Hydrology. 30(3), 28-32, 47. (in Chinese) |
[28] | Tian C.M., Chen Z., Gao X.H., 2014. Study of evapotranspiration in Qilian Mountains based on Landsat-5 TM—a case of Qilian County Qinghai Province. Journal of Qinghai Normal University (Natural Science). 30(2), 49-56. (in Chinese) |
[29] | Tian F., Lü Y.H., Fu B.J., et al., 2016. Effects of ecological engineering on water balance under two different vegetation scenarios in the Qilian Mountain, northwestern China. J. Hydrol.-Reg. Stud. 5, 324-335. |
[30] | Tong S., Cao G.C., Cao S.K., 2020. Study on the relationship between vegetation cover change and meteorological factors on the southern slope of Qilian Mountains in the past 34 years. Resources and Environment in the Yangtze Basin. 29(12), 2655-2664. (in Chinese) |
[31] | Wang B., Zhao J., Hu X.F., 2016. Spatial pattern analysis of ecosystem services based on InVEST in Heihe River Basin. Chinese Journal of Ecology. 35(10), 2783-2792. (in Chinese) |
[32] | Wang H.Z., Huang H.H., Xu X.L., et al., 2017. Evaluation method and its application of urban-rural integration progress based on 3S technology: a case study of Jiashan County, Zhejiang. Scientia Geographica Sinica. 37(4), 563-572. (in Chinese) |
[33] | Wang J.D., Li Y.H., Li Z.T., et al., 2010. Optimization of vegetation covers in Qilian Mountains based on hydrological responses by SWAT model: a case study of Zamu River Basin in upper Shiyang River Basin. Acta Ecologica Sinica. 30(21), 5875-5885. (in Chinese) |
[34] | Wang X.M., Liu X.C., Long Y.X., et al., 2020. Spatial-temporal changes and influencing factors of ecosystem services in Shaoguan City based on improved InVEST. Research of Soil and Water Conservation. 27(5), 381-388. (in Chinese) |
[35] |
Wang Y., Xu P., Fu B., et al., 2018. Water conservation function assessment models of forest ecosystem: a review. Ecological Economy. 34(2), 158-164, 169. (in Chinese)
doi: 10.1016/S0921-8009(00)00136-1 |
[36] |
Wang Y.C., Zhao J., Fu J.W., et al., 2019. Effects of the Grain for Green Program on the water ecosystem services in an arid area of China—using the Shiyang River Basin as an example. Ecol. Indic. 104, 659-668.
doi: 10.1016/j.ecolind.2019.05.045 |
[37] |
Wang Y.F., Ye A.Z., Peng D.Z., et al., 2022. Spatiotemporal variations in water conservation function of the Tibetan Plateau under climate change based on InVEST model. J. Hydrol.-Reg. Stud. 41, 101064, doi: 10.1016/j.ejrh.2022.101064.
doi: 10.1016/j.ejrh.2022.101064 |
[38] | Wei J., 2022. Evaluation method of regional eco-environment quality based on multi-source remote sensing data. China Energy and Environmental Protection. 44(3), 37-41. (in Chinese) |
[39] |
Wigmosta M.S., Vail L.W., Lettenmaier D.P., 1994. A distributed hydrology-vegetation model for complex terrain. Water Resour. Res. 30(6), 1665-1679.
doi: 10.1029/94WR00436 |
[40] |
Xu H.J., Zhao C.Y., Wang X.P., et al., 2022. Spatial differentiation of determinants for water conservation dynamics in a dryland mountain. J. Clean Prod. 362, 132574, doi: 10.1016/j.jclepro.2022.132574.
doi: 10.1016/j.jclepro.2022.132574 |
[41] |
Xue J., Li Z.X., Feng Q., et al., 2022. Spatiotemporal variations of water conservation and its influencing factors in ecological barrier region, Qinghai-Tibet Plateau. J. Hydrol.-Reg. Stud. 42, 101164, doi: 10.1016/j.ejrh.2022.101164.
doi: 10.1016/j.ejrh.2022.101164 |
[42] | Yang X., Chen L.H., Kang Y.L., et al., 2019. Water-holding characteristics of litter of five typical water conservation forests in low mountainous areas of eastern Liaoning. Chinese Journal of Ecology. 38(9), 2662-2670. (in Chinese) |
[43] | Yu M., Cao G.C., Cao S.K., et al., 2019. Analysis of precipitation variation characteristics on the southern slope of Qilian Mountains in recent 30 years. Research of Soil and Water Conservation. 26(2), 241-248. (in Chinese) |
[44] | Yu X.X., Zhou B., Lu X.Z., et al., 2012. Evaluation of water conservation function in mountain forest areas of Beijing based on InVEST model. Scientia Silvae Sinicae. 48(10), 1-5. (in Chinese) |
[45] | Zhang G.L., Li D.C., Zhao X., 2021. Chinese Soil Series:Qinghai Volume. Beijing: Science Press, 27-30. |
[46] | Zhang H.B., Niu Y., Wang R.X., et al., 2015. Monitoring on water resource conservation of forests in Dayekou Basin of Qilian Mountains. Mountain Research. 33(5), 553-559. (in Chinese) |
[47] | Zhang X.F., Niu J.M., Zhang Q., et al., 2016. Spatial pattern of water conservation function in grassland ecosystem in the Xilin River Basin, Inner Mongolia. Arid Zone Research. 33(4), 814-821. (in Chinese) |
[48] | Zhao S.X., Zhang Y.S., Zhao X.Q., et al., 2008. Research on evapotranspiration and its impact factors on grassland in the northern slope of Qilian Mountains. Journal of Northwest A & F University (Natural Science Edition). 1, 109-115. (in Chinese) |
[49] | Zhen S.J., 2017. Study on spatial and temporal distribution characteristics of surface evapotranspiration and its influence factors on the southern slope of Qilian Mountains. MSc Thesis. Xining: Qinghai Normal University. (in Chinese) |
[50] | Zhou G.Y., Zhang D.Q., Li Y.L., et al., 2017. Long-term monitoring and innovative research to illustrate the process and mechanism of forest ecosystem function. Bulletin of Chinese Academy of Sciences. 32(9), 1036-1046. (in Chinese) |
[1] | Daniel ETONGO, Uvicka BRISTOL, Terence Epule EPULE, Ajith BANDARA, Sandra SINON. Expert elicitations of smallholder agroforestry practices in Seychelles: A SWOT-AHP analysis [J]. Regional Sustainability, 2023, 4(3): 282-295. |
[2] | Sunil SAHA, Debabrata SARKAR, Prolay MONDAL. Assessing and mapping soil erosion risk zone in Ratlam District, central India [J]. Regional Sustainability, 2022, 3(4): 373-390. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||