中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [22]
成都山地灾害与环境研... [5]
烟台海岸带研究所 [4]
数学与系统科学研究院 [2]
自动化研究所 [2]
南京天文光学技术研究... [2]
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OAI收割 [53]
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期刊论文 [44]
学位论文 [4]
会议论文 [3]
CNKI期刊论文 [2]
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2026 [5]
2025 [14]
2024 [10]
2023 [5]
2022 [10]
2021 [3]
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天文技术与方法 [2]
地图学与地理信息系统 [1]
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Inversion and Interpretability Analysis of Bottom-Water Dissolved Oxygen in the Bohai Sea Using Multi-Source Remote Sensing Data
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 5, 页码: 20
作者:
Li, Tao
;
Guo, Jie
;
Liu, Shanwei
;
Jin, Yong
;
Ji, Diansheng
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/04/28
dissolved oxygen (DO)
hypoxia
Bohai Sea
geostationary ocean color imager (GOCI)
geostationary ocean color imager II (GOCI-II)
XGBoost
remote sensing
10-M MAPPING AND ANALYSIS OF MAJOR CROP PLANTING PATTERNS IN HENAN PROVINCE IN CHINA
期刊论文
OAI收割
BANGLADESH JOURNAL OF BOTANY, 2026, 卷号: 55, 期号: 1, 页码: 191-199
作者:
Fang, Ying
;
Liu, Hang
;
Liu, Yuzhu
;
Cheng, Rui
;
Zou, Jinqiu
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/22
XGBoost Algorithm
Crop planting systems
Remote sensing
Henan Province
Food security
SHAP
基于XGBoost算法的滨江城市蓝绿空间生态网络构建与优化
期刊论文
OAI收割
环境生态学, 2026, 卷号: 8, 期号: 02, 页码: 54-58
作者:
张晓瑞
;
王鑫
;
李杰铭
;
项金铭
;
王振波
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2026/04/07
滨江城市
蓝绿空间
MSPA
XGBoost算法
电路理论
生态网络
Enhancing the interpretability of port economic modeling via implicit spatial relationship discovery
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2026, 卷号: 146, 页码: 105161
作者:
Cai, Xiaoli
;
Wu, Sheng
;
Wang, Peixiao
;
Zhang, Hengcai
;
Cheng, Shifen
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2026/03/16
Port economy
PortCity2Vec
Spatial XGBoost
GeoShapley
AIS data
Nature or society: Understanding the evolution and mechanisms of livestock industry agglomeration in China
期刊论文
OAI收割
JOURNAL OF GEOGRAPHICAL SCIENCES, 2026, 卷号: 36, 期号: 2, 页码: 283-300
作者:
Wu, Feng
;
She, Dejin
;
Dong, Mei
;
Zhang, Mengfei
;
Guo, Naliang
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/03/16
livestock industry
agro-pastoral transitional zone
spatio-temporal evolution
driving mechanisms
Lasso-XGBoost-SHAP
A comparative analysis of machine learning-based methods for impervious surface mapping using SAR and optical data
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2025, 卷号: 40, 期号: 1, 页码: 2521833
作者:
He, Siqi
;
Zhu, Lihong
;
Li, Yiman
;
Xia, Qing
;
Zheng, Qiong
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/08/21
Impervious surface
random forest
XGBoost
Sentinel-1/2
feature selection
Real-Time Reconstruction of the Temperature Field of NSRT's Back-Up Structure Based on Improved RIME-XGBoost
期刊论文
OAI收割
SENSORS, 2025, 卷号: 25, 期号: 24, 页码: 7410
作者:
Zhang, Shi-Jiao
;
Xu, Qian
;
Wang, Hui
;
Xue, Fei
;
He, Fei-Long
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2026/03/11
radio telescope
back-up structure
environmental sensing
temperature field
thermal prediction model
machine learning
eXtreme Gradient Boosting (XGBoost)
meta-heuristic algorithms
RIME optimization algorithm
Exploring the spatiotemporal dynamics and driving mechanism of cropland ecosystem health: A perspective based on the contributions of climate change and human activities
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2025, 卷号: 181, 页码: 114426
作者:
Cheng, Chao
;
Kuang, Zhiqiang
;
Wu, Jiuxing
;
Shao, Ziyi
;
Fei, Luocheng
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/12/19
Ecosystem services of cropland
Resilience of cropland ecosystem
Organizational structure of cropland
Environmental quality of cropland
XGBoost-SHAP model
Spatial variability characteristics and drivers of surface soil nitrogen fractions in the drylands of northern China
期刊论文
OAI收割
JOURNAL OF ARID LAND, 2025, 卷号: 17, 期号: 11, 页码: 1558-1575
作者:
Zhang, Shihang
;
Chen, Yusen
;
Zhou, Xiaobing
;
Zhang, Yuanming
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2026/04/16
soil nitrogen fractions
total nitrogen (TN)
inorganic nitrogen (IN)
microbial biomass nitrogen (MBN)
machine learning model
eXtreme Gradient Boosting (XGBoost) model
dryland ecosystems
Understanding climate change perceptions among urban residents in China: Insights from a nationwide survey
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2025, 卷号: 394, 页码: 127631
作者:
Liu, Haimeng
;
Jia, Chunwang
;
Zhang, Lujin
;
Yu, Wei
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/11/17
Public perception of climate change
Climate adaptation
Environmental perception
Climate-resilient policy
Questionnaire survey
XGBoost-SHAP