版权说明 操作指南
首页 > 成果 > 详情

Developing Spatial and Temporal Continuous Fractional Vegetation Cover Based on Landsat and Sentinel-2 Data with a Deep Learning Approach

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Wang, Zihao;Song, Dan-Xia;He, Tao;Lu, Jun;Wang, Caiqun;...
通讯作者:
Song, DX
作者机构:
[Wang, Zihao; Zhong, Dantong; Song, Dan-Xia; Song, DX] Cent China Normal Univ, Hubei Prov Key Lab Geog Proc Anal & Simulat, Wuhan 430079, Peoples R China.
[Wang, Zihao; Zhong, Dantong; Song, Dan-Xia; Song, DX] Cent China Normal Univ, Coll Urban & Environm Sci, Wuhan 430079, Peoples R China.
[Wang, Caiqun; He, Tao; Lu, Jun] Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Peoples R China.
通讯机构:
[Song, DX ] C
Cent China Normal Univ, Hubei Prov Key Lab Geog Proc Anal & Simulat, Wuhan 430079, Peoples R China.
Cent China Normal Univ, Coll Urban & Environm Sci, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
fractional vegetation cover;spatio-temporal reconstruction;gap filling;LSTM;deep learning
期刊:
Remote Sensing
ISSN:
2072-4292
年:
2023
卷:
15
期:
11
页码:
2948-
基金类别:
This research was funded by the National Key Research and Development Program of China [2022YFB3903502], the National Natural Science Foundation of China [42271404], the Fundamental Research Funds for the Central Universities [CCNU22QN018], and the Natural Science Foundation of Hubei [2021CFA082].
机构署名:
本校为第一且通讯机构
院系归属:
城市与环境科学学院
摘要:
Fractional vegetation cover (FVC) has a significant role in indicating changes in ecosystems and is useful for simulating growth processes and modeling land surfaces. The fine-resolution FVC products represent detailed vegetation cover information within fine grids. However, the long revisit cycle of satellites with fine-resolution sensors and cloud contamination has resulted in poor spatial and temporal continuity. In this study, we propose to derive a spatially and temporally continuous FVC dataset by comparing multiple methods, including the data-fusion method (STARFM), curve-fitting recons...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com