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42,155 Results Found

  • Technical Note
  • Open Access
38 Citations
10,318 Views
16 Pages

A Prototype Network for Remote Sensing Validation in China

  • Mingguo Ma,
  • Tao Che,
  • Xin Li,
  • Qing Xiao,
  • Kai Zhao and
  • Xiaoping Xin

24 April 2015

Validation is an essential and important step before the application of remote sensing products. This paper introduces a prototype of the validation network for remote sensing products in China (VRPC). The VRPC aims to improve remote sensing products...

(This article belongs to the Special Issue The Development and Validation of Remote Sensing Products for Terrestrial, Hydrological, and Ecological Applications at the Regional Scale)
  • Article
  • Open Access
9 Citations
7,960 Views
11 Pages

From Geometric-Optical Remote Sensing Modeling to Quantitative Remote Sensing Science—In Memory of Academician Xiaowen Li

  • Qinhuo Liu,
  • Guangjian Yan,
  • Ziti Jiao,
  • Qing Xiao,
  • Jianguang Wen,
  • Shunlin Liang,
  • Jindi Wang,
  • Crystal Schaaf and
  • Alan Strahler

8 November 2018

The academician Xiaowen Li devoted much of his life to pursuing fundamental research in remote sensing. A pioneer in the geometric-optical modeling of vegetation canopies, his work is held in high regard by the international remote sensing community....

(This article belongs to the Special Issue Advances in Quantitative Remote Sensing in China – In Memory of Prof. Xiaowen Li)
  • Review
  • Open Access
716 Citations
60,861 Views
51 Pages

Remote Sensing of Mangrove Ecosystems: A Review

  • Claudia Kuenzer,
  • Andrea Bluemel,
  • Steffen Gebhardt,
  • Tuan Vo Quoc and
  • Stefan Dech

27 April 2011

Mangrove ecosystems dominate the coastal wetlands of tropical and subtropical regions throughout the world. They provide various ecological and economical ecosystem services contributing to coastal erosion protection, water filtration, provision of a...

  • Article
  • Open Access
19 Citations
5,174 Views
20 Pages

1 July 2019

Reliable image classification results are crucial for the application of remote sensing images, but the reliability of image classification has received less attention. In particular, the inherent uncertainty of remote sensing images has been disrega...

(This article belongs to the Section Remote Sensing Image Processing)
  • Letter
  • Open Access
6 Citations
5,169 Views
12 Pages

22 February 2020

Environmental remote sensing has faced increasing satellite data availability, advanced algorithms for thematic analysis, and novel concepts of ground truth. For that reason, contents and concepts of learning and teaching remote sensing are constantl...

(This article belongs to the Collection Teaching and Learning in Remote Sensing)
  • Review
  • Open Access
74 Citations
17,912 Views
25 Pages

A Review of Ocean/Sea Subsurface Water Temperature Studies from Remote Sensing and Non-Remote Sensing Methods

  • Elahe Akbari,
  • Seyed Kazem Alavipanah,
  • Mehrdad Jeihouni,
  • Mohammad Hajeb,
  • Dagmar Haase and
  • Sadroddin Alavipanah

14 December 2017

Oceans/Seas are important components of Earth that are affected by global warming and climate change. Recent studies have indicated that the deeper oceans are responsible for climate variability by changing the Earth’s ecosystem; therefore, assessing...

  • Article
  • Open Access
21 Citations
6,389 Views
17 Pages

A Content-Based Remote Sensing Image Change Information Retrieval Model

  • Caihong Ma,
  • Wei Xia,
  • Fu Chen,
  • Jianbo Liu,
  • Qin Dai,
  • Liyuan Jiang,
  • Jianbo Duan and
  • Wei Liu

With the rapid development of satellite remote sensing technology, the size of image datasets in many application areas is growing exponentially and the demand for Land-Cover and Land-Use change remote sensing data is growing rapidly. It is thus beco...

(This article belongs to the Special Issue Earth/Community Observations for Climate Change Research)
  • Review
  • Open Access
472 Citations
32,661 Views
36 Pages

A Review of Wetland Remote Sensing

  • Meng Guo,
  • Jing Li,
  • Chunlei Sheng,
  • Jiawei Xu and
  • Li Wu

5 April 2017

Wetlands are some of the most important ecosystems on Earth. They play a key role in alleviating floods and filtering polluted water and also provide habitats for many plants and animals. Wetlands also interact with climate change. Over the past 50 y...

(This article belongs to the Special Issue Understanding Land Surface Processes and Ecosystem Changes with Optical and Laser Remote Sensing)
  • Article
  • Open Access
445 Citations
18,296 Views
22 Pages

28 February 2019

Remote sensing image scene classification is one of the most challenging problems in understanding high-resolution remote sensing images. Deep learning techniques, especially the convolutional neural network (CNN), have improved the performance of re...

(This article belongs to the Special Issue Very High Resolution (VHR) Satellite Imagery: Processing and Applications)
  • Review
  • Open Access
121 Citations
10,375 Views
29 Pages

4 August 2019

A hydrological model is a useful tool to study the effects of human activities and climate change on hydrology. Accordingly, the performance of hydrological modeling is vitally significant for hydrologic predictions. In watersheds with intense human...

(This article belongs to the Special Issue Satellite Application on Support to Water Monitoring and Management)
  • Article
  • Open Access
61 Citations
9,474 Views
20 Pages

ScienceEarth: A Big Data Platform for Remote Sensing Data Processing

  • Chen Xu,
  • Xiaoping Du,
  • Zhenzhen Yan and
  • Xiangtao Fan

12 February 2020

Mass remote sensing data management and processing is currently one of the most important topics. In this study, we introduce ScienceEarth, a cluster-based data processing framework. The aim of ScienceEarth is to store, manage, and process large-scal...

  • Editorial
  • Open Access
2,956 Views
7 Pages

Advances in Land–Ocean Heat Fluxes Using Remote Sensing

  • Yunjun Yao,
  • Xiaotong Zhang,
  • Gad Levy,
  • Kun Jia and
  • Ayad M. Fadhil Al-Quraishi

15 July 2022

Advanced remote sensing technology has provided spatially distributed variables for estimating land–ocean heat fluxes, allowing for practical applications in drought monitoring, water resources management, and climate assessment. This Special I...

(This article belongs to the Special Issue Advances on Land–Ocean Heat Fluxes Using Remote Sensing)
  • Article
  • Open Access
7 Citations
2,464 Views
18 Pages

15 December 2023

The accurate detection of collapsed buildings is of great significance for post-disaster rescue and reconstruction. High-resolution optical images are important data sources for identifying collapsed buildings, and the identification accuracy mainly...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
57 Citations
7,303 Views
19 Pages

Bibliometric Analysis of Global Remote Sensing Research during 2010–2015

  • Hongyue Zhang,
  • Mingrui Huang,
  • Xiuling Qing,
  • Guoqing Li and
  • Chuanzhao Tian

Bibliometric analysis based on the Science Citation Index Expanded published by Thomson Scientific was carried out to identify the research status and future trends of remote sensing (RS) during 2010–2015. The analysis revealed the institutional, nat...

  • Review
  • Open Access
111 Citations
19,191 Views
20 Pages

Mapping Paddy Rice with Satellite Remote Sensing: A Review

  • Rongkun Zhao,
  • Yuechen Li and
  • Mingguo Ma

7 January 2021

Paddy rice is a staple food of three billion people in the world. Timely and accurate estimation of the paddy rice planting area and paddy rice yield can provide valuable information for the government, planners and decision makers to formulate polic...

(This article belongs to the Special Issue Sustainable Agricultural, Biological, and Environmental Engineering Applications)
  • Article
  • Open Access
41 Citations
5,647 Views
19 Pages

Multiple Feature Hashing Learning for Large-Scale Remote Sensing Image Retrieval

  • Dongjie Ye,
  • Yansheng Li,
  • Chao Tao,
  • Xunwei Xie and
  • Xiang Wang

Driven by the urgent demand of remote sensing big data management and knowledge discovery, large-scale remote sensing image retrieval (LSRSIR) has attracted more and more attention. As is well known, hashing learning has played an important role in c...

  • Article
  • Open Access
1,422 Views
23 Pages

Deep Relevance Hashing for Remote Sensing Image Retrieval

  • Xiaojie Liu,
  • Xiliang Chen and
  • Guobin Zhu

16 October 2025

With the development of remote sensing technologies, the volume of remote sensing data is growing dramatically, making efficient management and retrieval of large-scale remote sensing images increasingly important. Recently, deep hashing for content-...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
53 Citations
5,530 Views
26 Pages

30 April 2020

Total phosphorus (TP) concentration is one of the indicators for surface water quality evaluation. In this study, an indirect algorithm was proposed to retrieve TP concentration. This algorithm retrieves the TP concentration in urban waters based on...

  • Review
  • Open Access
149 Citations
13,293 Views
24 Pages

23 May 2019

As a fundamental and important task in remote sensing, remote sensing image scene understanding (RSISU) has attracted tremendous research interest in recent years. RSISU includes the following sub-tasks: remote sensing image scene classification, rem...

(This article belongs to the Special Issue Advances in Deep Learning)
  • Article
  • Open Access
31 Citations
5,014 Views
17 Pages

10 February 2021

High-resolution remote sensing image segmentation is a mature application in many industrial-level image applications and it also has military and civil applications. The scene analysis needs to be automated as much as possible with high-resolution r...

(This article belongs to the Section Remote Sensors)
  • Proceeding Paper
  • Open Access
9 Citations
9,968 Views
7 Pages

Crop Water Stress Detection Using Remote Sensing Techniques

  • Muhammad Safdar,
  • Muhammad Adnan Shahid,
  • Abid Sarwar,
  • Fahd Rasul,
  • Muhammad Danish Majeed and
  • Rehan Mehmood Sabir

To meet the demand for increasing global food production while using limited water resources, crop water stress must be improved in agriculture. Remote-sensing-based plant stress indicators have the benefits of high spatial resolutions, a cheap cost,...

(This article belongs to the Proceedings of The 7th International Electronic Conference on Water Sciences)
  • Article
  • Open Access
16 Citations
7,115 Views
20 Pages

LabelRS: An Automated Toolbox to Make Deep Learning Samples from Remote Sensing Images

  • Junjie Li,
  • Lingkui Meng,
  • Beibei Yang,
  • Chongxin Tao,
  • Linyi Li and
  • Wen Zhang

24 May 2021

Deep learning technology has achieved great success in the field of remote sensing processing. However, the lack of tools for making deep learning samples with remote sensing images is a problem, so researchers have to rely on a small amount of exist...

(This article belongs to the Section AI Remote Sensing)
  • Article
  • Open Access
55 Citations
8,791 Views
17 Pages

Optical Remote Sensing Potentials for Looting Detection

  • Athos Agapiou,
  • Vasiliki Lysandrou and
  • Diofantos G. Hadjimitsis

Looting of archaeological sites is illegal and considered a major anthropogenic threat for cultural heritage, entailing undesirable and irreversible damage at several levels, such as landscape disturbance, heritage destruction, and adverse social imp...

(This article belongs to the Special Issue Remote Sensing and Geosciences for Archaeology)
  • Article
  • Open Access
12 Citations
6,676 Views
15 Pages

Design and Experiments of a Water Color Remote Sensing-Oriented Unmanned Surface Vehicle

  • Yong Li,
  • Liqiao Tian,
  • Wenkai Li,
  • Jian Li,
  • Anna Wei,
  • Sen Li and
  • Ruqing Tong

12 April 2020

Integrated and intelligent in situ observations are important for the remote sensing monitoring of dynamic water environments. To meet the field investigation requirements of ocean color remote sensing, we developed a water color remote sensing-orien...

(This article belongs to the Special Issue Telemetry and Monitoring for Land and Water Ecosystems)
  • Editorial
  • Open Access
1 Citations
8,505 Views
65 Pages

19 January 2020

The editorial team greatly appreciates the reviewers who have dedicated their considerable time and expertise to the journal’s rigorous editorial process over the past 12 months, regardless of whether the papers are finally published or not.[...]

  • Article
  • Open Access
5 Citations
3,954 Views
15 Pages

A Downsampling Method Addressing the Modifiable Areal Unit Problem in Remote Sensing

  • Andrei Mîrț,
  • Johannes Reiche,
  • Jan Verbesselt and
  • Martin Herold

3 November 2022

Handling multiple scales efficiently is one avenue for processing big remote sensing imagery data. Unfortunately, imagery is also affected by the infamous modifiable areal unit problem, which creates unpredictable errors at different scales. We devel...

(This article belongs to the Section Remote Sensing Image Processing)
  • Review
  • Open Access
7 Citations
4,369 Views
26 Pages

30 August 2022

Covering the full texts of all papers published in MDPI’s Remote Sensing between 2009 and 2021, in-depth scientometric analyses were conducted. Trends in publications show an increase in the overall number of papers. A relative increase in pape...

(This article belongs to the Special Issue New Developments in Remote Sensing for the Environment)
  • Review
  • Open Access
1,040 Views
20 Pages

Remote Sensing Applications in Medicinal Plant Monitoring and Quality Assessment: A Review

  • Ziying Wang,
  • Jinping Ji,
  • Guanqiao Chen,
  • Yuxin Fan,
  • Jinnian Wang,
  • Yingpin Yang and
  • Xumei Wang

16 April 2026

As a core resource of traditional Chinese medicine (TCM), medicinal plants are conventionally monitored and assessed using high-cost, low-efficiency methods. Remote sensing offers an efficient technical alternative for large-scale and dynamic evaluat...

(This article belongs to the Section Optical Sensors)
  • Review
  • Open Access
337 Citations
24,507 Views
29 Pages

28 April 2014

With the advent of new satellite technology, the radiative energy exchanges between Sun, Earth, and space may now be quantified accurately. Nevertheless, much less is known about the magnitude of the energy flows within the climate system and at the...

(This article belongs to the Special Issue Large Scale LUCC, Surface Energy Fluxes and Energy Use)
  • Article
  • Open Access
24 Citations
4,995 Views
24 Pages

Improved SinGAN Integrated with an Attentional Mechanism for Remote Sensing Image Classification

  • Songwei Gu,
  • Rui Zhang,
  • Hongxia Luo,
  • Mengyao Li,
  • Huamei Feng and
  • Xuguang Tang

28 April 2021

Deep learning is an important research method in the remote sensing field. However, samples of remote sensing images are relatively few in real life, and those with markers are scarce. Many neural networks represented by Generative Adversarial Networ...

  • Article
  • Open Access
13 Citations
5,846 Views
22 Pages

2 December 2016

With the arrival of the big data era in Earth observation, the remote sensing communities have accumulated a large amount of invaluable and irreplaceable data for global monitoring. These massive remote sensing data have enabled large-area and long-t...

  • Article
  • Open Access
20 Citations
4,133 Views
19 Pages

OCNet-Based Water Body Extraction from Remote Sensing Images

  • Yijie Weng,
  • Zongmei Li,
  • Guofeng Tang and
  • Yang Wang

12 October 2023

Water body extraction techniques from remotely sensed images are crucial in water resources distribution studies, climate change studies and other work. The traditional remote sensing water body extraction has the problems of low accuracy and being t...

(This article belongs to the Topic Monitoring Inland Water Quality and Ecological Status)
  • Article
  • Open Access
53 Citations
9,489 Views
19 Pages

15 April 2019

With the degradation of the environment and the acceleration of urbanization, urban residential land has been undergoing rapid changes and has attracted great attention worldwide. Meanwhile, the quantitative evaluation of the suitability of urban res...

  • Article
  • Open Access
3 Citations
4,030 Views
16 Pages

25 February 2020

3D pose estimation is always an active but challenging task for object detection in remote sensing images. In this paper, we present a new algorithm for predicting an object’s 3D pose in remote sensing images, called Anchor Points Prediction (A...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
77 Citations
17,692 Views
22 Pages

29 March 2024

The Normalized Difference Vegetation Index (NDVI) is widely used for monitoring vegetation status, as accurate and reliable NDVI time series are crucial for understanding the relationship between environmental conditions, vegetation health, and produ...

  • Article
  • Open Access
10 Citations
6,045 Views
22 Pages

5 February 2016

Remote sensing image clustering is a challenging task considering its intrinsic complexity. Recently, by combining the spectral and spatial information of the remote sensing data, the clustering performance can be dramatically enhanced, termed as Spe...

  • Review
  • Open Access
109 Citations
15,942 Views
51 Pages

Water Column Correction for Coral Reef Studies by Remote Sensing

  • Maria Laura Zoffoli,
  • Robert Frouin and
  • Milton Kampel

11 September 2014

Human activity and natural climate trends constitute a major threat to coral reefs worldwide. Models predict a significant reduction in reef spatial extension together with a decline in biodiversity in the relatively near future. In this context, mon...

(This article belongs to the Section Remote Sensors)
  • Review
  • Open Access
68 Citations
12,413 Views
36 Pages

9 March 2021

Recently, locust outbreaks around the world have destroyed agricultural and natural vegetation and caused massive damage endangering food security. Unusual heavy rainfalls in habitats of the desert locust (Schistocerca gregaria) and lack of monitorin...

(This article belongs to the Special Issue Locusts and Grasshoppers: Biology, Ecology and Management)

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