退耕还林（草）工程实施前后黄河中游生境质量时空变化分析

doi:10.13866/j.azr.2023.03.12

Abstract

Abstract:

It is of great practical significance for the ecological protection, rehabilitation, and high-quality development of the middle reaches of the Yellow River to analyze the spatial and temporal characteristics of habitat quality and its development trend. On the basis of the land cover data of the European Aeronautics and Space Administration from 1992 to 2020, the InVEST model was used to estimate the habitat quality. Sen+MK test and Hurst index analysis methods were applied to explore the spatial and temporal changes and development trends of the habitat quality in the middle reaches of the Yellow River before and after the implementation of the Grain for Green Project. Results showed that the habitat quality in the middle reaches of the Yellow River was good overall in recent 29 years, with the average habitat quality index of 0.652. However, a slight downward trend was observed (a drop of 0.004 per decade). Meanwhile, the habitat quality in the Grain for Green area showed an upward trend (an increase of 0.174 per decade), of which the most significant reached 0.656 recorded from 2011 to 2020. The spatial and temporal changes of habitat quality in the middle reaches of the Yellow River from 2001 to 2020 mainly showed an obvious decrease trend. In terms of the development of different time periods, the area with good habitat quality in 2011-2020 increased compared with that in 2001-2010. This finding was reflected in the improvement of habitat quality in the Grain for Green area. In the future, the temporal and spatial changes of habitat quality in the middle reaches of the Yellow River will be dominated by obvious decrease and obvious increase trends, respectively, and the sustainability will be strong. The significantly reduced areas will be mainly distributed in the Fenwei plain and the urban centralized development areas, and the significantly increased areas will be mainly located in the border areas of Shanxi Province, Shaanxi Province and Inner Mongolia Autonomous Region.

Key words: habitat quality, InVEST model, the Grain for Green Project, CCI-LC, the Yellow River Basin

CHEN Shi, HUANG Yinlan, JIN Yunxiang. Spatiotemporal changes of habitat quality before and after the implementation of Grain for Green Project in the middle reaches of the Yellow River[J].Arid Zone Research, 2023, 40(3): 456-468.

Figures/Tables 10

Fig. 1

Tab. 1

Tab. 2

Fig. 2

Fig. 3

Fig. 4

Tab. 3

Tab. 4

Fig. 5

Fig. 6

References 46

[1]	杨洁, 谢保鹏, 张德罡. 黄河流域生境质量时空演变及其影响因素[J]. 中国沙漠, 2021, 41(4): 12-22.
	[Yang Jie, Xie Baopeng, Zhang Degang. Spatial-temporal evolution of habitat quality and its influencing factors in the Yellow River Basin based on InVEST model and GeoDetector[J]. Journal of Desert Research, 2021, 41(4): 12-22.]
[2]	赵倩倩, 李建华, 张桂琴, 等. 气候变化背景下黄河流域植被变化及其成因[J]. 气候与环境研究, 2022, 27(1): 157-169.
	[Zhao Qianqian, Li Jianhua, Zhang Guiqin, et al. Vegetation changes and their causes in the Yellow River Basin under the background of climate change[J]. Climatic and Environmental Research, 2022, 27(1): 157-169.]
[3]	李艳忠, 刘昌明, 刘小莽, 等. 植被恢复工程对黄河中游土地利用/覆被变化的影响[J]. 自然资源学报, 2016, 31(12): 2005-2020. doi: 10.11849/zrzyxb.20160073
	[Li Yanzhong, Liu Changming, Liu Xiaomang, et al. Impact of the Grain for Green Project on the Land Use/Cover change in the middle Yellow River[J]. Journal of Natural Resources, 2016, 31(12): 2005-2020.] doi: 10.11849/zrzyxb.20160073
[4]	刘智方, 唐立娜, 邱全毅, 等. 基于土地利用变化的福建省生境质量时空变化研究[J]. 生态学报, 2017, 37(13): 4538-4548.
	[Liu Zhifang, Tang Lina, Qiu Quanyi, et al. Temporal and spatial changes in habitat quality based on land-use change in Fujian Province[J]. Acta Ecologica Sinica, 2017, 37(13): 4538-4548.]
[5]	赵晓冏, 王建, 苏军德, 等. 基于InVEST模型和莫兰指数的甘肃省生境质量与退化度评估[J]. 农业工程学报, 2020, 36(18): 301-308.
	[Zhao Xiaojiong, Wang Jian, Su Junde, et al. Assessment of habitat quality and degradation degree based on InVEST model and Moran index in Gansu Province, China[J]. Transactions of the Chinese Society of Agricultural Engineering, 2020, 36(18): 301-308.]
[6]	赵雪雁, 杜昱璇, 李花, 等. 黄河中游城镇化与生态系统服务耦合关系的时空变化[J]. 自然资源学报, 2021, 36(1): 131-147. doi: 10.31497/zrzyxb.20210109
	[Zhao Xueyan, Du Yuxuan, Li Hua, et al. Spatio-temporal changes of the coupling relationship between urbanization and ecosystem services in the Middle Yellow River[J]. Journal of Natural Resources, 2021, 36(1): 131-147.] doi: 10.31497/zrzyxb.20210109
[7]	Weber D, Schaepman-Strub G, Ecker K. Predicting habitat quality of protected dry grasslands using Landsat NDVI phenology[J]. Ecological Indicators, 2018, 91: 447-460. doi: 10.1016/j.ecolind.2018.03.081
[8]	Newbold T, Hudson L, Hill S, et al. Global effects of land use on local terrestrial biodiversity[J]. Nature, 2015, 520(7545): 45-50. doi: 10.1038/nature14324
[9]	Terrado M, Sabater S, Chaplin-Kramer B, et al. Model development for the assessment of terrestrial and aquatic habitat quality in conservation planning[J]. Science of the Total Environment, 2016, 540: 63-70. doi: 10.1016/j.scitotenv.2015.03.064
[10]	孙彦旭, 周自翔, 米朝娟. 基于土地利用覆被变化(LUCC)的人类活动与流域生物多样性灰色关联分析[J]. 干旱区研究, 2021, 38(6): 1782-1792.
	[Sun Yanxu, Zhou Zixiang, Mi Zhaojuan. Grey correlation analysis of human activities and watershed biodiversity based on land use and cover change[J]. Arid Zone Research, 2021, 38(6): 1782-1792.]
[11]	Zhang X, Song W, Lang Y, et al. Land use changes in the coastal zone of China’s Hebei Province and the corresponding impacts on habitat quality[J]. Land Use Policy, 2020, 99: 104957. doi: 10.1016/j.landusepol.2020.104957
[12]	黄木易, 岳文泽, 冯少茹, 等. 基于InVEST模型的皖西大别山区生境质量时空演化及景观格局分析[J]. 生态学报, 2020, 40(9): 2895-2906.
	[Huang Muyi, Yue Wenze, Feng Shaoru, et al. Spatial-temporal evolution of habitat quality and analysis of landscape patterns in Dabie Mountain area of west Anhui province based on InVEST model[J]. Acta Ecologica Sinica, 2020, 40(9): 2895-2906.]
[13]	陈妍, 乔飞, 江磊. 基于InVEST 模型的土地利用格局变化对区域尺度生境质量的影响研究——以北京为例[J]. 北京大学学报(自然科学版), 2016, 52(3): 553-562.
	[Chen Yan, Qiao Fei, Jiang Lei. Effects of land use pattern change on regional scale habitat quality based on InVEST Model: A case study in Beijing[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2016, 52(3): 553-562.]
[14]	杨志鹏, 许嘉巍, 冯兴华, 等. 基于InVEST模型的东北地区土地利用变化对生境的影响研究[J]. 生态科学, 2018, 37(6): 139-147.
	[Yang Zhipeng, Xu Jiawei, Feng Xinghua, et al. Effects of land use change on habitat based on InVEST model in Northeast China[J]. Ecological Science, 2018, 37(6): 139-147.]
[15]	吴健生, 曹祺文, 石淑芹, 等. 基于土地利用变化的京津冀生境质量时空演变[J]. 应用生态学报, 2015, 26(11): 3457-3466. pmid: 26915203
	[Wu Jiansheng, Cao Qiwen, Shi Shuqin, et al. Spatio-temporal variability of habitat quality in Beijing-Tianjin-Hebei Area based on land use change[J]. Chinese Journal of Applied Ecology, 2015, 26(11): 3457-3466.] pmid: 26915203
[16]	彭建, 吴见, 徐飞雄, 等. 基于价值评估的黄山市生境质量时空演变特征分析[J]. 生态学报, 2021, 41(2): 665-679.
	[Peng Jian, Wu Jian, Xu Feixiong, et al. Spatio-temporal evolution characteristics of habitat quality in typical tourism cities based on value evaluation: A case study of Huangshan[J]. Acta Ecologica Sinica, 2021, 41(2): 665-679.]
[17]	朱增云, 阿里木江·卡斯木. 基于地理探测器的伊犁谷地生境质量时空演变及其影响因素[J]. 生态学杂志, 2020, 39(10): 3408-3420.
	[Zhu Zengyun, Alimujiang Ksim. Spatial-temporal evolution of habitat quality in Yili Valley based on geographical detector and its influencing factors[J]. Chinese Journal of Ecology, 2020, 39(10): 3408-3420.]
[18]	王军, 严有龙, 王金满, 等. 闽江流域生境质量时空演变特征与预测研究[J]. 生态学报, 2021, 41(14): 5837-5848.
	[Wang Jun, Yan Youlong, Wang Jinman, et al. Temporal-spatial variation characteristics and prediction of habitat quality in Min River Basin[J]. Acta Ecologica Sinica, 2021, 41(14): 5837-5848.]
[19]	李宸宇, 朱建华, 郭学媛, 等. 长江经济带林业生态工程区生境质量时空变化[J]. 生态学杂志, 2021, 40(12): 3788-3799.
	[Li Chenyu, Zhu Jianhua, Guo Xueyuan, et al. Spatiotemporal variations of habitat quality in forestry ecological project region of the Yangtze River Economic Belt[J]. Chinese Journal of Ecology, 2021, 40(12): 3788-3799.]
[20]	吴林霖, 王思远, 杨瑞霞, 等. 斯里兰卡亚洲象栖息地生境质量时空变化及分异特征[J]. 遥感学报, 2021, 25(12): 2472-2487.
	[Wu Linlin, Wang Siyuan, Yang Ruixia, et al. Spatio-temporal patterns and differentiations of habitat quality for Asian elephant (Elephas maximus) habitat of Sri Lanka[J]. National Remote Sensing Bulletin, 2021, 25(12): 2472-2487.]
[21]	钟莉娜, 王军. 基于InVEST模型评估土地整治对生境质量的影响[J]. 农业工程学报, 2017, 33(1): 250-255.
	[Zhong Linna, Wang Jun. Evaluation on effect of land consolidation on habitat quality based on InVEST model[J]. Transactions of the Chinese Society of Agricultural Engineering, 2017, 33(1): 250-255.]
[22]	王燕, 高吉喜, 金宇, 等. 基于2005—2015年土地利用变化和InVEST模型的内蒙古巴林右旗农牧交错带生境质量研究[J]. 生态与农村环境学报, 2020, 36(5): 654-662.
	[Wang Yan, Gao Jixi, Jin Yu, et al. Habitat quality of farming-pastoral ecotone in Bairin Right Banner, Inner Mongolia based on land use change and InVEST Model from 2005 to 2015[J]. Journal of Ecology and Rural Environment, 2020, 36(5): 654-662.]
[23]	刘孟竹, 张红娟, 王彦芳, 等. 基于土地利用的北方农牧交错带生境质量研究[J]. 水土保持研究, 2021, 28(3): 156-162.
	[Liu Mengzhu, Zhang Hongjuan, Wang Yanfang, et al. Characteristics of habitat quality in the agro-pastoral ecotone of northern China based on land uses[J]. Research of Soil and Water Conservation, 2021, 28(3): 156-162.]
[24]	包玉斌, 刘康, 李婷, 等. 基于InVEST模型的土地利用变化对生境的影响——以陕西省黄河湿地自然保护区为例[J]. 干旱区研究, 2015, 32(3): 622-629.
	[Bao Yubin, Liu Kang, Li Ting, et al. Effects of land use change on habitat based on InVEST model: Taking Yellow River Wetland Nature Reserve in Shaanxi Province as an example[J]. Arid Zone Research, 2015, 32(3): 622-629.]
[25]	贾艳艳, 王少杰, 刘福胜, 等. 黄河三角洲高效生态经济区土地利用变化及其与生境质量的相关性[J]. 水土保持通报, 2020, 40(6): 213-220.
	[Jia Yanyan, Wang Shaojie, Liu Fusheng, et al. Land use change and its correlation with habitat quality in high efficiencyeco-economic zone of Yellow River delta[J]. Bulletin of Soil and Water Conservation, 2020, 40(6): 213-220.]
[26]	周婷, 陈万旭, 李江风, 等. 神农架林区人类活动与生境质量的空间关系[J]. 生态学报, 2021, 41(15): 6134-6145.
	[Zhou Ting, Chen Wanxu, Li Jiangfeng, et al. Spatial relationship between human activities and habitat quality in Shennongjia Forest Region from 1995 to 2015[J]. Acta Ecologica Sinica, 2021, 41(15): 6134-6145.]
[27]	林依雪, 李艳忠, 余文君, 等. 植被恢复工程对黄河中游12个典型流域水热平衡的影响研究[J]. 地理研究, 2020, 39(11): 2593-2606. doi: 10.11821/dlyj020190744
	[Lin Yixue, Li Yanzhong, Yu Wenjun, et al. Quantitative assessment of the impact of the vegetation restoration project on water-energy balance in 12 typical basins of the middle Yellow River[J]. Geographical Research, 2020, 39(11): 2593-2606.] doi: 10.11821/dlyj020190744
[28]	赵安周, 张安兵, 刘海新, 等. 退耕还林(草)工程实施前后黄土高原植被覆盖时空变化分析[J]. 自然资源学报, 2017, 32(3): 449-460. doi: 10.11849/zrzyxb.20160411
	[Zhao Anzhou, Zhang Anbing, Liu Haixin, et al. Spatiotemporal variation of vegetation coverage before and after implementation of Grain for Green Project in the Loess Plateau[J]. Journal of Natural Resources, 2017, 32(3): 449-460.] doi: 10.11849/zrzyxb.20160411
[29]	王晓峰, 杨丹, 冯晓明, 等. 黄河中游地区生态恢复对流域水资源的影响[J]. 水土保持通报, 2020, 40(6): 205-212.
	[Wang Xiaofeng, Yang Dan, Feng Xiaoming, et al. Impacts of ecological restoration on water resources in middle reaches of Yellow River[J]. Bulletin of Soil and Water Conservation, 2020, 40(6): 205-212.]
[30]	张镱锂, 刘林山, 王兆锋, 等. 青藏高原土地利用与覆被变化的时空特征[J]. 科学通报, 2019, 64(27): 2865-2875.
	[Zhang Yili, Liu Linshan, Wang Zhaofeng, et al. Spatial and temporal characteristics of land use and cover changes in the Tibetan Plateau[J]. Chinese Science Bulletin, 2019, 64(27): 2865-2875.]
[31]	李元春, 葛静, 侯蒙京, 等. 基于CCI-LC数据的甘南和川西北地区土地覆盖类型时空动态分布及草地面积变化驱动力研究[J]. 草业学报, 2020, 29(3): 1-15.
	[Li Yuanchun, Ge Jing, Hou Mengjing, et al. A study of the spatiotemporal dymamic of land cover types and the driving forces of grassland area change in Gannan Prefecture and Northwest Sichuan based on CCI-LC data[J]. Acta Prataculturae Sinica, 2020, 29(3): 1-15.]
[32]	程琳琳, 黄婷, 刘焱序. 基于改进价值当量因子的1992-2015年青藏高原生态系统服务价值演化分析[J]. 水土保持通报, 2019, 39(5): 242-248.
	[Cheng Linlin, Huang Ting, Liu Yanxu. Analysis on evolution of ecosystem service value in Qinghai-Tibet Plateau based on improved value equivalent factors from 1992 to 2015[J]. Bulletin of Soil and Water Conservation, 2019, 39(5): 242-248.]
[33]	Riedler B, Lang S. A spatially explicit patch model of habitat quality, integrating spatio-structural indicators[J]. Ecological Indicators, 2018, 94: 8-14.
[34]	谢余初, 巩杰, 张素欣, 等. 基于遥感和InVEST 模型的白龙江流域景观生物多样性时空格局研究[J]. 地理科学, 2018, 38(6): 979-986. doi: 10.13249/j.cnki.sgs.2018.06.018
	[Xie Yuchu, Gong Jie, Zhang Suxin, et al. Spatiotemporal change of landscape biodiversity based on InVEST Model and remote sensing technology in the Bailong River Watershed[J]. Scientia Geographica Sinica, 2018, 38(6): 979-986.] doi: 10.13249/j.cnki.sgs.2018.06.018
[35]	张学儒, 周杰, 李梦梅. 基于土地利用格局重建的区域生境质量时空变化分析[J]. 地理学报, 2020, 75(1): 162-178.
	[Zhang Xueru, Zhou Jie, Li Mengmei. Analysis on spatial and temporal changes of regional habitat quality based on the spatial pattern reconstruction of land use[J]. Journal of Geographical Sciences, 2020, 75(1): 160-178.]
[36]	刘洋, 李诚志, 刘志辉, 等. 1982—2013年基于GIMMS-NDVI的新疆植被覆盖时空变化[J]. 生态学报, 2016, 36(19): 6198-6208.
	[Liu Yang, Li Chengzhi, Liu Zhihui, et al. Assessment of spatio-temporal variations in vegetation cover in Xinjiang from 1982 to 2013 based on GIMMS-NDVI[J]. Acta Ecologica Sinica, 2016, 36(19): 6198-6208.]
[37]	方利, 王文杰, 蒋卫国, 等. 2000-2014年黑龙江流域(中国)植被覆盖时空变化及其对气候变化的响应[J]. 地理科学, 2017, 37(11): 1745-1754. doi: 10.13249/j.cnki.sgs.2017.11.017
	[Fang Li, Wang Wenjie, Jiang Weiguo, et al. Spatio-temporal variations of vegetation cover and its responses to climate change in the Heilongjiang Basin of China from 2000 to 2014[J]. Scientia Geographica Sinica, 2017, 37(11): 1745-1754.] doi: 10.13249/j.cnki.sgs.2017.11.017
[38]	侯西勇, 应兰兰, 高猛, 等. 1998-2008年中国东部沿海植被覆盖变化特征[J]. 地理科学, 2010, 30(5): 735-741. doi: 10.13249/j.cnki.sgs.2010.05.735
	[Hou Xiyong, Ying Lanlan, Gao Meng, et al. Character of vegetation cover change in China’s eastern coastal areas 1998-2008[J]. Scientia Geographica Sinica, 2010, 30(5): 735-741.] doi: 10.13249/j.cnki.sgs.2010.05.735
[39]	国政, 王瑞永. 农民对退耕还林工程建设与管理的满意度分析——基于退耕还林工程实施前后(1980—2017年)典型示范区农户调查数据[J]. 社会科学, 2020, 42(3): 53-67.
	[Guo Zheng, Wang Ruiyong. Analysis on farmers satisfaction with the construction and management of the grain for green project: Based on the survey daia of iarmers in typical demonstration areas before andafter the implementation of the grain for green project(1980-2017)[J]. Journal of Social Sciences, 2020, 42(3): 53-67.]
[40]	Guo S, Wu C, Wang Y, et al. Threshold effect of ecosystem services in response to climate change, human activity and landscape pattern in the upper and middle Yellow River of China[J]. Ecological Indicators, 2022, 136: 108603. doi: 10.1016/j.ecolind.2022.108603
[41]	孙高鹏, 刘宪锋, 王小红, 等. 2001—2020年黄河流域植被覆盖变化及其影响因素[J]. 中国沙漠, 2021, 41(4): 205-212.
	[Sun Gaopeng, Liu Xianfeng, Wang Xiaohong, et al. Changes in vegetation coverage and its influencing factors across the Yellow River Basin during 2001-2020[J]. Journal of Desert Research, 2021, 41(4): 205-212.]
[42]	赵广举, 穆兴民, 田鹏, 等. 黄土高原植被变化与恢复潜力预测[J]. 水土保持学报, 2021, 35(1): 205-212.
	[Zhao Guangju, Mu Xingmin, Tian Peng, et al. Prediction of vegetation variation and vegetation restoration potential in the Loess Plateau[J]. Journal of Soil and Water Conservation, 2021, 35(1): 205-212.]
[43]	Yin D, Li X, Li G, et al. Spatio-temporal evolution of land use transition and its eco-environmental effects: A case study of the Yellow River Basin, China[J]. Land, 2020, 9(12): 514-514. doi: 10.3390/land9120514
[44]	Song Y, Wang M, Sun X, et al. Quantitative assessment of the habitat quality dynamics in Yellow River Basin, China[J]. Environmental Monitoring and Assessment, 2021, 193(9): 614. doi: 10.1007/s10661-021-09404-4 pmid: 34468858
[45]	方创琳. 黄河流域城市群形成发育的空间组织格局与高质量发展[J]. 经济地理, 2020, 40(6): 1-8. doi: 10.2307/142170
	[Fang Chuanglin. Spatial organization pattern and high-quality development of urban agglomeration in the Yellow River Basin[J]. Economic Geography, 2020, 40(6): 1-8.] doi: 10.2307/142170
[46]	陈永国, 刘维军, 荣月静, 等. 基于土地利用与植被覆盖度的大通北川河源区自然保护区生境质量评估[J]. 水土保持研究, 2020, 27(6): 332-337.
	[Chen Yongguo, Liu Weijun, Rong Yuejing, et al. Assessment on habitat quality of Datong Beichuan River source area nature reserve based on land use and vegetation coverage[J]. Research of Soil and Water Conservation, 2020, 27(6): 332-337.]

土地利用/覆盖类型	生境适宜度	胁迫因子
土地利用/覆盖类型	生境适宜度	耕地	人造地表	未利用地
耕地	0.3	0	0.8	0.4
林地	1	0.6	0.4	0.2
草地	1	0.8	0.6	0.6
湿地	0.9	0.6	0.7	0.4
水体	0.7	0.5	0.4	0.2
人造地表	0	0	0	0.1
未利用地	0.6	0.6	0.4	0

威胁因子	最大胁迫距离	权重	空间衰退类型
耕地	6	0.6	线性
人造地表	9	0.9	指数
未利用地	4	0.4	线性

变化类型	2001—2020年		2001—2010年		2011—2020年
变化类型	变化像元数/个	百分比%	变化像元数/个	百分比%	变化像元数/个	百分比%
明显降低	30026	80.71	37097	84.56	25391	57.49
轻微降低	161	0.43	964	2.20	931	2.11
轻微上升	2482	6.67	2086	4.76	10588	23.97
明显上升	4534	12.19	3718	8.48	7258	16.43
总计	37203	100.00	43865	100.00	44168	100.00

变化类型	2001—2020年		2001—2010年		2011—2020年
变化类型	变化像元数/个	百分比%	变化像元数/个	百分比%	变化像元数/个	百分比%
明显降低	0	0	4	0.28	25	0.52
轻微降低	0	0	0	0	0	0
轻微上升	1970	60.65	944	65.01	3867	80.50
明显上升	1278	39.35	504	34.71	912	18.98
总计	3248	100.00	1452	100.00	4804	100.00

Spatiotemporal changes of habitat quality before and after the implementation of Grain for Green Project in the middle reaches of the Yellow River

RichHTML

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 10

References 46

Related Articles 15

Metrics

Comments

Recommended 0

[1]	WU Zhaoqiao, LIN Fei, NIU Junjie, GENG Tianwei. Response of ecosystem service to land use pattern change in the Shanxi central urban agglomeration [J]. Arid Zone Research, 2024, 41(7): 1153-1166.
[2]	LI Bingjie, FAN Zhitao, QU Zhicheng, YAO Shunyu, SU Xiashu, LIU Dongwei, WANG Lixin. Evaluation and prediction of ecosystem carbon storage in the Inner Mongolia section of the Yellow River Basin based on the InVEST-PLUS model [J]. Arid Zone Research, 2024, 41(7): 1217-1227.
[3]	ZHANG Shunxin, WU Zihao, YAN Qingwu, LI Gui’e, MU Shouguo. Spatiotemporal changes in the ecosystem carbon storage on the northern slope of the Tianshan Mountains and simulations based on the PLUS-InVEST model [J]. Arid Zone Research, 2024, 41(7): 1228-1237.
[4]	GAO Yayu, SONG Yu, ZHAO Tinghong, GAO Jinfang, HE Wenbo, LI Zexia. Spatiotemporal evolution of water yield in the lower Malian River Basin [J]. Arid Zone Research, 2024, 41(5): 776-787.
[5]	LIU Rulong, ZHAO Yuanyuan, CHEN Guoqing, CHI Wenfeng, LIU Zhengjia. Assessment of habitat quality in the Yellow River Basin in Inner Mongolia from 1990 to 2020 [J]. Arid Zone Research, 2024, 41(4): 674-683.
[6]	XU Mingjing, FENG Qiang, LYU Meng. Tradeoffs of ecosystem services and their influencing factors: A case study of the Shanxi Section of the Yellow River Basin [J]. Arid Zone Research, 2024, 41(3): 467-479.
[7]	LI Jiake, SHAO Zhanlin. Spatiotemporal evolution and prediction of carbon stock in Urumqi City based on PLUS and InVEST models [J]. Arid Zone Research, 2024, 41(3): 499-508.
[8]	YAN Li, CAO Guangchao, KANG Ligang, LIU Menglin, YE Deli. Analysis of spatial and temporal changes in habitat quality and driving factors in Gonghe County using the InVEST model [J]. Arid Zone Research, 2024, 41(2): 314-325.
[9]	SHEN Cao,REN Zongping,LI Peng,WANG Kaibo,LU Kexin,REN Zhengyan,WEI Xiaoyan. Identification of priority areas for ecological compensation under soil and water conservation in Ningxia [J]. Arid Zone Research, 2023, 40(9): 1527-1536.
[10]	ZHANG Xiaomin, ZHANG Dongmei, ZHANG Wei. Effects of human activities on carbon storage in the Irtysh River Basin [J]. Arid Zone Research, 2023, 40(8): 1333-1345.
[11]	BAO Yubin,WANG Yaozong,LU Feng,LIU Zizeng,MA Dawei,YANG Yong,WU Juan,ZHANG Yongkang. Construction of an ecological security pattern and zoning optimization for territorial space in the Liupan Mountain Area [J]. Arid Zone Research, 2023, 40(7): 1172-1183.
[12]	QI Runze, PAN Jinghu. Spatial and temporal evolution of ecological vulnerability and its influencing factors in the Hehuang area [J]. Arid Zone Research, 2023, 40(6): 1002-1013.
[13]	WANG Peng, QIN Sitong, HU Huirong. Spatial-temporal evolution characteristics of land use change and habitat quality in the Lhasa River Basin over the past three decades [J]. Arid Zone Research, 2023, 40(3): 492-503.
[14]	LEI Xin, HAI Xinquan. Impacts of land use change on carbon storage and estimation of economic value in Qilian Mountain region [J]. Arid Zone Research, 2023, 40(11): 1845-1854.
[15]	ZHANG Zhigao, SUN Zixin, ZHANG Xiuli, GUO Kexin, LI Zhuoya, HAO Haijiao, CAI Maotang. Spatial-temporal evolution and impact factors during the climatic growing season in the Yellow River Basin from 1960 to 2020 [J]. Arid Zone Research, 2023, 40(10): 1537-1546.