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Simulating land use/land cover change in an arid region with the coupling models 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 122
作者:  Wang, Qingzheng;  Guan, Qingyu;  Lin, Jinkuo;  Luo, Haiping;  Tan, Zhe;  Ma, Yunrui
收藏  |  浏览/下载:27/0  |  提交时间:2021/07/30
LULC  Logistic regression  CA-Markov  FLUS  Land use simulation  
Simulation of Dynamic Urban Expansion under Ecological Constraints Using a Long Short Term Memory Network Model and Cellular Automata 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Liu, Jiamin;  Xiao, Bin;  Li, Yueshi;  Wang, Xiaoyun;  Bie, Qiang;  Jiao, Jizong
收藏  |  浏览/下载:12/0  |  提交时间:2021/07/30
urban expansion  long short term memory  scenario simulation  ecological constraint  semi-arid region  remote sensing  
Modeling the response of ecological service value to land use change through deep learning simulation in Lanzhou, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 796
作者:  Liu, Jiamin;  Xiao, Bin;  Jiao, Jizong;  Li, Yueshi;  Wang, Xiaoyun
收藏  |  浏览/下载:14/0  |  提交时间:2021/11/19
Deep learning  Land use change  Ecological service value  Scenario simulation  Semi-arid region  Lanzhou  
Effects of initial abstraction ratios in SCS-CN method on runoff prediction of green roofs in a semi-arid region 期刊论文
发表期刊: URBAN FORESTRY & URBAN GREENING. 出版年: 2021, 卷号: 65
作者:  Liu, Wen;  Feng, Qi;  Wang, Rui;  Chen, Weiping
收藏  |  浏览/下载:1/0  |  提交时间:2021/11/19
Curve number  Green roof  Initial abstraction ratio  Runoff prediction  SCS-CN method  
Comprehensive Evaluation of the Importance of Ecological Land in Arid Hilly Cities in Northwest China: A Case Study of the Core Urban Area of Lanzhou 期刊论文
发表期刊: LAND. 出版年: 2021, 卷号: 10, 期号: 9
作者:  Liu, Yiping;  Lu, Chengpeng;  Mao, Jinhuang;  Pang, Jiaxing;  Liu, Zhiliang;  Hou, Muchen
收藏  |  浏览/下载:3/0  |  提交时间:2021/11/19
ecological land  ecological function  ecological demand  comprehensive evaluation  northwest China  Lanzhou city