A review of AI and remote sensing research： Current status and future prospects

HE Wei; WANG Zijie; SUN Genyun; CHENG Gong; TANG Xu; WU Chen; HE Liming; REN Huazhong; HU Ting; FENG Shou; NIE Sheng; WU Shangrong; GAO Han; FENG Jie; HANG Renlong; DING Yun; ZHANG Rui; YE Yuanxin; MA Xianping; ZHAO Dan; LI Zhenhai; SU Hua; XU Nan; CHEN Chao; MA Ailong; ZHU Qiqi; YAN Kai; JIA Mingming; ZHANG Hongsheng; LUO Yi

doi:10.11834/jrs.20265510

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A review of AI and remote sensing research： Current status and future prospects
- role：First author第一作者
- Affiliation：
  State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China
- Email：weihe1990@whu.edu.cn
- Introduction：贺威，研究方向为图像质量改进，遥感图像处理，矩阵/张量分析，深度学习。E-mail： weihe1990@whu.edu.cn
HE Wei
1 * ,
- Affiliation：
  State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China
WANG Zijie
1 * ,
- role：Corresponding author通信作者
- Affiliation：
  College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao 266580, China
- Email：genyunsun@163.com
- Introduction：孙根云，研究方向为城市遥感，高光谱遥感，遥感图像智能处理。E-mail：genyunsun@163.com
SUN Genyun
2 * ,
- Affiliation：
  School of Automation, Northwestern Polytechnical University, Xi'an 710072, China
CHENG Gong
3 * ,
- Affiliation：
  School of Artificial Intelligence, Xidian University, Xi'an 710068, China
TANG Xu
4 * ,
- Affiliation：
  State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China
WU Chen
1 * ,
- Affiliation：
  School of Resources and Civil Engineering, Northeastern University, Shenyang 110819, China
HE Liming
5 * ,
- Affiliation：
  School of Earth and Space Sciences, Peking University, Beijing 100871, China
REN Huazhong
6 * ,
- Affiliation：
  School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, China
HU Ting
7 * ,
- Affiliation：
  College of Information and Communication Engineering, Harbin Engineering University, Harbin 266404, China
FENG Shou
8 * ,
- Affiliation：
  Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
NIE Sheng
9 * ,
- Affiliation：
  Advanced Institute for Satellite Application, Beijing Normal University, Beijing 100088, China
WU Shangrong
10 * ,
- Affiliation：
  College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao 266580, China
GAO Han
2 * ,
- Affiliation：
  School of Artificial Intelligence, Xidian University, Xi'an 710068, China
FENG Jie
4 * ,
- Affiliation：
  School of Computer Science and Technology, Nanjing University of Information Science & Technology, Nanjing 210044, China
HANG Renlong
11 * ,
- Affiliation：
  School of Artificial Intelligence, Anhui University, Hefei 230601, China
DING Yun
12 * ,
- Affiliation：
  School of Information Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450046, China
ZHANG Rui
13 * ,
- Affiliation：
  Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China
YE Yuanxin
14 * ,
- Affiliation：
  Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China
MA Xianping
14 * ,
- Affiliation：
  Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
ZHAO Dan
9 * ,
- Affiliation：
  College of Geomatics, Shandong University of Science and Technology, Qingdao 266590, China
LI Zhenhai
15 * ,
- Affiliation：
  Institute of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China
SU Hua
16 * ,
- Affiliation：
  College of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
XU Nan
17 * ,
- Affiliation：
  School of Geography and Geomatics Engineering, Suzhou University of Science and Technology, Suzhou 215009, China
CHEN Chao
18 * ,
- Affiliation：
  State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China
MA Ailong
1 * ,
- Affiliation：
  School of Geography and Information Engineering, China University of Geosciences (Wuhan), Wuhan 430074, China
ZHU Qiqi
19 * ,
- Affiliation：
  Advanced Institute for Satellite Application, Beijing Normal University, Beijing 100088, China
YAN Kai
10 * ,
- Affiliation：
  Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
JIA Mingming
20 * ,
- Affiliation：
  Department of Geography, The University of Hong Kong, Hong Kong 999077, China
ZHANG Hongsheng
21 * ,
- Affiliation：
  Faculty of Geography, Yunnan Normal University, Kunming 650050, China
LUO Yi
22 *
Vol. 30, Issue 2, Pages: 231-261(2026)
DOI：10.11834/jrs.20265510
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A review of AI and remote sensing research： Current status and future prospects

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A review of AI and remote sensing research： Current status and future prospects

HE Wei

WANG Zijie

SUN Genyun

CHENG Gong

TANG Xu

WU Chen

HE Liming

REN Huazhong

HU Ting

FENG Shou

NIE Sheng

WU Shangrong

GAO Han

FENG Jie

HANG Renlong

DING Yun

ZHANG Rui

YE Yuanxin

MA Xianping

ZHAO Dan

LI Zhenhai

SU Hua

XU Nan

CHEN Chao

MA Ailong

ZHU Qiqi

YAN Kai

JIA Mingming

ZHANG Hongsheng

LUO Yi

DOI：10.11834/jrs.20265510

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Figs( 15 ) Tabs( 2 )

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