Remote Sensing Estimation | List of Frontiers open access articles

Original Research

Published on 15 Mar 2024

Utilizing residual networks for remote sensing estimation of total nitrogen concentration in Shandong offshore areas

in Coastal Ocean Processes

Hongxia Zheng
Yulin Wu
Haifeng Han
Juan Wang
Shanwei Liu
Mingming Xu
Jianyong Cui
Muhammad Yasir

Frontiers in Marine Science

doi 10.3389/fmars.2024.1336259

3,222 views
5 citations

Original Research

Published on 11 May 2017

The OLCI Neural Network Swarm (ONNS): A Bio-Geo-Optical Algorithm for Open Ocean and Coastal Waters

in Ocean Observation

Martin Hieronymi
Dagmar Müller
Roland Doerffer

Frontiers in Marine Science

doi 10.3389/fmars.2017.00140

26,763 views
105 citations

Original Research

Published on 14 May 2024

Remote sensing estimation of δ15NPN in the Zhanjiang Bay using Sentinel-3 OLCI data based on machine learning algorithm

in Ocean Observation

Guo Yu
Yafeng Zhong
Dongyang Fu
Fajin Chen
Chunqing Chen

Frontiers in Marine Science

doi 10.3389/fmars.2024.1366987

1,698 views
6 citations

Original Research

Published on 12 Sep 2025

A study on the remote sensing estimation and spatiotemporal distribution patterns of aboveground biomass in savanna grasslands of the Yuanmou dry-hot valley

in Functional Plant Ecology

Caiying Chen
Guangxiong He
Haidong Fang
Liangtao Shi
Yongzai Zhuang
Zitian Ding
Junqi Guo
Xuewen Yue
Kunwu Yang
Wenfei Xi

Frontiers in Plant Science

doi 10.3389/fpls.2025.1648539

2,284 views

Original Research

Published on 29 Aug 2024

Landsat-based spatiotemporal estimation of subtropical forest aboveground carbon storage using machine learning algorithms with hyperparameter tuning

in Technical Advances in Plant Science

Lei Huang
Zihao Huang
Weilong Zhou
Sumei Wu
Xuejian Li
Fangjie Mao
Meixuan Song
Yinyin Zhao
Lujin Lv
Jiacong Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1421567

3,866 views
12 citations

Original Research

Published on 18 Dec 2023

Prediction of vertical distribution of SPAD values within maize canopy based on unmanned aerial vehicles multispectral imagery

in Crop and Product Physiology

Bo Chen
Guanmin Huang
Xianju Lu
Shenghao Gu
Weiliang Wen
Guangtao Wang
Wushuai Chang
Xinyu Guo
Chunjiang Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1253536

6,032 views
18 citations

Original Research

Published on 30 Sep 2022

Inversion of chlorophyll content under the stress of leaf mite for jujube based on model PSO-ELM method

in Technical Advances in Plant Science

Jianqiang Lu
Hongbin Qiu
Qing Zhang
Yubin Lan
Panpan Wang
Yue Wu
Jiawei Mo
Wadi Chen
HongYu Niu
Zhiyun Wu

Frontiers in Plant Science

doi 10.3389/fpls.2022.1009630

4,434 views
28 citations

Original Research

Published on 12 Aug 2025

Forest canopy closure estimation in mountainous southwest China using multi-source remote sensing data

in Sustainable and Intelligent Phytoprotection

Wenwu Zhou
Qingtai Shu
Cuifen Xia
Li Xu
Qin Xiang
Lianjin Fu
Zhengdao Yang
Shuwei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1629146

1,439 views

Articles

Utilizing residual networks for remote sensing estimation of total nitrogen concentration in Shandong offshore areas

The OLCI Neural Network Swarm (ONNS): A Bio-Geo-Optical Algorithm for Open Ocean and Coastal Waters

Remote sensing estimation of δ15NPN in the Zhanjiang Bay using Sentinel-3 OLCI data based on machine learning algorithm

A study on the remote sensing estimation and spatiotemporal distribution patterns of aboveground biomass in savanna grasslands of the Yuanmou dry-hot valley

Landsat-based spatiotemporal estimation of subtropical forest aboveground carbon storage using machine learning algorithms with hyperparameter tuning

Prediction of vertical distribution of SPAD values within maize canopy based on unmanned aerial vehicles multispectral imagery

Inversion of chlorophyll content under the stress of leaf mite for jujube based on model PSO-ELM method

Forest canopy closure estimation in mountainous southwest China using multi-source remote sensing data