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657 Results Found

  • Article
  • Open Access
926 Views
27 Pages

13 August 2025

Algal blooms pose a serious threat not only to the lake ecosystem of Lake Bosten but also by negatively impacting its rapidly developing fisheries and tourism industries. This study focuses on Lake Bosten as the research area and utilizes multi-sourc...

  • Article
  • Open Access
4 Citations
2,527 Views
19 Pages

27 July 2023

Stand age is a significant factor when investigating forest resource management. How to obtain age data at a sub-compartment level on a large regional scale conveniently and in real time has become an urgent scientific challenge in forestry research....

  • Article
  • Open Access
610 Views
18 Pages

16 September 2025

This study examines the intricate relationship between water resource dynamics and drought indices in the Yinchuan Plain, China, by integrating multi-source remote sensing data with advanced deep learning techniques. Using data from 2002 to 2022, we...

  • Article
  • Open Access

23 January 2026

Carbon sequestration and oxygen release (CSOR) are core regulating functions of terrestrial ecosystems. However, regional assessments often fail to (i) separate scale-driven high supply from per-area efficiency, (ii) detect structural instability and...

  • Article
  • Open Access
12 Citations
5,339 Views
17 Pages

In this study, using the common classification systems of IGBP-17, IGBP-9, IPCC-5 and TC (vegetation, wetlands and others only), we studied spatial and areal inconsistencies in the three most recent multi-resource land cover products in a complex mou...

  • Article
  • Open Access
4 Citations
1,958 Views
21 Pages

30 June 2023

As data relay satellites (DRSs) play an increasingly important supporting role in remote sensing missions, efficient coordination across space–ground multiresources becomes a significant problem. Owing to the implementation problem of the centr...

  • Article
  • Open Access
26 Citations
7,137 Views
25 Pages

9 October 2015

High spatial resolution soil moisture (SM) data are crucial in agricultural applications, river-basin management, and understanding hydrological processes. Merging multi-resource observations is one of the ways to improve the accuracy of high spatial...

  • Article
  • Open Access
20 Citations
8,168 Views
23 Pages

29 September 2022

The Permanently Shadowed Regions (PSRs) of the lunar south pole have never been directly sampled. To explore and discover lunar resources, the Chinese lunar south pole exploration mission is scheduled to land in direct sunlight near the PSR, where sa...

  • Article
  • Open Access
10 Citations
4,755 Views
20 Pages

Detecting Geothermal Anomalies Using Multi-Temporal Thermal Infrared Remote Sensing Data in the Damxung–Yangbajain Basin, Qinghai–Tibet Plateau

  • Xiao Li,
  • Guangzheng Jiang,
  • Xiaoyin Tang,
  • Yinhui Zuo,
  • Shengbiao Hu,
  • Chao Zhang,
  • Yaqi Wang,
  • Yibo Wang and
  • Libo Zheng

12 September 2023

Geothermal energy is an eco-friendly, renewable source of underground thermal energy that exists in the interior of the earth. By tapping into these formations, fluids can be channeled to heat the rock formations above, resulting in a significantly h...

  • Article
  • Open Access
39 Citations
4,472 Views
18 Pages

6 July 2020

Research into global water resources is challenged by the lack of ground-based hydrometric stations and limited data sharing. It is difficult to collect good quality, long-term information about river discharges in ungauged regions. Herein, an approa...

  • Article
  • Open Access
20 Citations
6,921 Views
20 Pages

NDVI Identification and Survey of a Roman Road in the Northern Spanish Province of Álava

  • Juan José Fuldain González and
  • Félix Rafael Varón Hernández

26 March 2019

The Iter 34 (Antonine Itinerary XXXIV) is the name of the Roman road that crosses the province of Álava from west to east. Since no specific path was officially recognized before our study, the remains of the road did not benefit from heritage...

  • Article
  • Open Access
7 Citations
2,519 Views
33 Pages

14 May 2023

With the development and popularization of remote sensing earth observation technology and the remote sensing satellite system, the problems of insufficient proactiveness, relevance and timeliness of large-scale remote sensing supporting services are...

  • Article
  • Open Access
36 Citations
9,341 Views
17 Pages

The ghost city phenomenon is a serious problem resulting from the rapid urbanization process in China. Estimation of the ghost city rate (GCR) can provide information about vacant dwellings. This paper developed a methodology to quantitatively evalua...

  • Article
  • Open Access
11 Citations
3,097 Views
19 Pages

10 February 2024

As the number and variety of remote sensing satellites continue to grow, user demands are becoming increasingly complex and diverse. Concurrently, there is an escalating requirement for timeliness in satellite observations, thereby augmenting the com...

  • Editorial
  • Open Access
18 Citations
3,558 Views
4 Pages

28 May 2019

Advances in remote inventory and analysis of forest resources during the last decade have reached a level to be now considered as a crucial complement, if not a surrogate, to the long-existing field-based methods. This is mostly reflected in not only...

  • Article
  • Open Access
1 Citations
2,988 Views
23 Pages

Alteration Information Extraction and Mineral Prospectivity Mapping in the Laozhaiwan Area Using Multisource Remote Sensing Data

  • Qi Chen,
  • Dayu Cai,
  • Zhifang Zhao,
  • Xiaoguang Yang,
  • Yilong Wang,
  • Xiao Jiang,
  • Lei Xu,
  • Haichuan Duan,
  • Yang He and
  • Ting Xu
  • + 2 authors

25 June 2025

Gold is a vital strategic resource for many countries. The Laozhaiwan area is an important gold resource base in Yunnan Province and even nationwide. Conducting mineral resource exploration in this region to increase gold reserves is of great signifi...

  • Technical Note
  • Open Access
10 Citations
2,808 Views
17 Pages

29 April 2021

This paper proposed a new remote sensing observation capability evaluation model (RSOCE) based on analytic hierarchy process to quantitatively evaluate the capability of multi-satellite cooperative remote sensing observation. The analytic hierarchica...

  • Article
  • Open Access
4 Citations
4,133 Views
27 Pages

14 June 2021

It is extremely important to extract valuable information and achieve efficient integration of remote sensing data. The multi-source and heterogeneous nature of remote sensing data leads to the increasing complexity of these relationships, and means...

  • Article
  • Open Access
78 Citations
15,966 Views
15 Pages

The Global Land Surface Satellite (GLASS) Remote Sensing Data Processing System and Products

  • Xiang Zhao,
  • Shunlin Liang,
  • Suhong Liu,
  • Wenping Yuan,
  • Zhiqiang Xiao,
  • Qiang Liu,
  • Jie Cheng,
  • Xiaotong Zhang,
  • Hairong Tang and
  • Kai Yu
  • + 4 authors

15 May 2013

Using remotely sensed satellite products is the most efficient way to monitor global land, water, and forest resource changes, which are believed to be the main factors for understanding global climate change and its impacts. A reliable remotely sens...

  • Article
  • Open Access
4 Citations
1,238 Views
24 Pages

This paper proposes an adaptive multi-threshold image segmentation method named IBKA-OTSU to address the limitations of existing deep learning-based image segmentation methods, particularly their heavy reliance on large-scale annotated datasets and h...

  • Editorial
  • Open Access
6 Citations
4,128 Views
6 Pages

Snow cover is an essential climate variable directly affecting the Earth’s energy balance. Snow cover has a number of important physical properties that exert an influence on global and regional energy, water, and carbon cycles. Remote sensing...

  • Article
  • Open Access
5 Citations
1,975 Views
17 Pages

A Multi-Scale Content-Structure Feature Extraction Network Applied to Gully Extraction

  • Feiyang Dong,
  • Jizhong Jin,
  • Lei Li,
  • Heyang Li and
  • Yucheng Zhang

25 September 2024

Black soil is a precious soil resource, yet it is severely affected by gully erosion, which is one of the most serious manifestations of land degradation. The determination of the location and shape of gullies is crucial for the work of gully erosion...

  • Article
  • Open Access
6 Citations
1,436 Views
27 Pages

6 June 2025

Detecting small objects in high-resolution remote sensing images presents persistent challenges due to their limited pixel coverage, complex backgrounds, and dense spatial distribution. These difficulties are further exacerbated by the increasing res...

  • Article
  • Open Access
20 Citations
4,312 Views
16 Pages

16 December 2022

The acquisition of massive remote sensing data makes it possible to deeply fuse remote sensing and artificial intelligence (AI). The mobility and cost advantages of new sensing platforms in the Internet of Things (IoT) make them ideal for continuous...

  • Article
  • Open Access
33 Citations
5,239 Views
21 Pages

MSA-YOLO: A Remote Sensing Object Detection Model Based on Multi-Scale Strip Attention

  • Zihang Su,
  • Jiong Yu,
  • Haotian Tan,
  • Xueqiang Wan and
  • Kaiyang Qi

30 July 2023

Remote sensing image object detection holds significant research value in resources and the environment. Nevertheless, complex background information and considerable size differences between objects in remote sensing images make it challenging. This...

  • Article
  • Open Access
14 Citations
2,892 Views
18 Pages

27 September 2019

Semantic segmentation of remote sensing images is an important technique for spatial analysis and geocomputation. It has important applications in the fields of military reconnaissance, urban planning, resource utilization and environmental monitorin...

  • Article
  • Open Access
35 Citations
7,363 Views
11 Pages

1 November 2016

Snow contributes to regional and global water budgets, and is of critical importance to water resources management and our society. Along with advancement in remote sensing tools and techniques to retrieve snowfall, verification and refinement of the...

  • Editorial
  • Open Access
48 Citations
7,635 Views
5 Pages

23 October 2021

Evapotranspiration (ET) plays an important role in coupling the global energy, water, and biogeochemical cycles and explains ecosystem responses to global environmental change. However, quantifying and mapping the spatiotemporal distribution of ET ac...

  • Article
  • Open Access
33 Citations
7,645 Views
21 Pages

1 February 2023

Due to the inherent inter-class similarity and class imbalance of remote sensing images, it is difficult to obtain effective results in single-source semantic segmentation. We consider applying multi-modal data to the task of the semantic segmentatio...

  • Proceeding Paper
  • Open Access
7 Citations
8,582 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,...

  • Review
  • Open Access
1 Citations
3,908 Views
25 Pages

A Review of Visual Grounding on Remote Sensing Images

  • Ziyan Wang,
  • Lei Liu,
  • Gang Wan,
  • Wei Zhang,
  • Binjian Zhong,
  • Haiyang Chang,
  • Xinyi Li,
  • Xiaoxuan Liu and
  • Guangde Sun

Remote sensing visual grounding, a pivotal technology bridging natural language and high-resolution remote sensing images, holds significant application value in disaster monitoring, urban planning, and related fields. However, it faces critical chal...

  • Article
  • Open Access
562 Views
20 Pages

End-to-End Predictive Network for Accurate Early Crop Planting Area Estimation

  • Kedi Lu,
  • Zhong Ma,
  • Zhao He,
  • Pengcheng Huo,
  • Haochen Zhang and
  • Jinfeng Tang

18 May 2025

Early crop planting area estimation is crucial for achieving effective government resource allocation, optimizing resource distribution planning, and preparation related to food security. Utilizing remote sensing images during the crop growth period...

  • Article
  • Open Access
1 Citations
907 Views
25 Pages

5 August 2025

Forest volume is an important information for assessing the economic value and carbon sequestration capacity of forest resources and serves as a key indicator for energy flow and biodiversity. Although remote sensing technology is applied to estimate...

  • Article
  • Open Access
75 Citations
9,245 Views
16 Pages

Efficient Patch-Wise Semantic Segmentation for Large-Scale Remote Sensing Images

  • Yan Liu,
  • Qirui Ren,
  • Jiahui Geng,
  • Meng Ding and
  • Jiangyun Li

25 September 2018

Efficient and accurate semantic segmentation is the key technique for automatic remote sensing image analysis. While there have been many segmentation methods based on traditional hand-craft feature extractors, it is still challenging to process high...

  • Article
  • Open Access
50 Citations
9,654 Views
22 Pages

Multi-Objective Validation of SWAT for Sparsely-Gauged West African River Basins—A Remote Sensing Approach

  • Thomas Poméon,
  • Bernd Diekkrüger,
  • Anne Springer,
  • Jürgen Kusche and
  • Annette Eicker

9 April 2018

Predicting freshwater resources is a major concern in West Africa, where large parts of the population depend on rain-fed subsistence agriculture. However, a steady decline in the availability of in-situ measurements of climatic and hydrologic variab...

  • Article
  • Open Access
23 Citations
2,871 Views
19 Pages

22 August 2023

Although deep learning-based methods for semantic segmentation have achieved prominent performance in the general image domain, semantic segmentation for high-resolution remote sensing images remains highly challenging. One challenge is the large ima...

  • Article
  • Open Access
26 Citations
5,089 Views
23 Pages

16 December 2021

Considering the complexity of landslide hazards, their manual investigation lacks efficiency and is time-consuming, especially in high-altitude plateau areas. Therefore, extracting landslide information using remote sensing technology has great advan...

  • Article
  • Open Access
1 Citations
1,801 Views
27 Pages

26 February 2025

Change detection is an important technique that identifies areas of change by comparing images of the same location taken at different times, and it is widely used in urban expansion monitoring, resource exploration, land use detection, and post-disa...

  • Review
  • Open Access
36 Citations
7,812 Views
45 Pages

Earth Environmental Monitoring Using Multi-Temporal Synthetic Aperture Radar: A Critical Review of Selected Applications

  • Donato Amitrano,
  • Gerardo Di Martino,
  • Raffaella Guida,
  • Pasquale Iervolino,
  • Antonio Iodice,
  • Maria Nicolina Papa,
  • Daniele Riccio and
  • Giuseppe Ruello

8 February 2021

Microwave remote sensing has widely demonstrated its potential in the continuous monitoring of our rapidly changing planet. This review provides an overview of state-of-the-art methodologies for multi-temporal synthetic aperture radar change detectio...

  • Article
  • Open Access
19 Citations
5,825 Views
24 Pages

Building Cultural Heritage Resilience through Remote Sensing: An Integrated Approach Using Multi-Temporal Site Monitoring, Datafication, and Web-GL Visualization

  • Nicola Lercari,
  • Denise Jaffke,
  • Arianna Campiani,
  • Anaïs Guillem,
  • Scott McAvoy,
  • Gerardo Jiménez Delgado and
  • Alexandra Bevk Neeb

15 October 2021

In the American West, wildfires and earthquakes are increasingly threatening the archaeological, historical, and tribal resources that define the collective identity and connection with the past for millions of Americans. The loss of said resources d...

  • Article
  • Open Access
253 Views
25 Pages

30 December 2025

High-resolution snow depth monitoring is a crucial foundation for precise disaster early warning and optimal water resource management. Traditional snow depth estimation methods mainly rely on passive microwave remote sensing data, but due to their l...

  • Article
  • Open Access
1,961 Views
19 Pages

A lightweight YOLOv8 variant, CIMB-YOLOv8, is proposed to address challenges in remote sensing object detection, such as complex backgrounds and multi-scale targets. The method enhances detection accuracy while reducing computational costs through tw...

  • Article
  • Open Access
1 Citations
2,700 Views
25 Pages

A Novel Approach for Inverting Forest Fuel Moisture Content Utilizing Multi-Source Remote Sensing and Deep Learning

  • Wenjun Wang,
  • Cui Zhou,
  • Junxiang Zhang,
  • Yuanzong Li,
  • Zhenyu Chen and
  • Yongfeng Luo

5 September 2025

Fuel Moisture Content (FMC) is a critical indicator for assessing forest fire risk and formulating early warning strategies, as its spatiotemporal dynamics directly influence the accuracy of fire danger rating. To improve the accuracy of forest FMC e...

  • Article
  • Open Access
2 Citations
1,297 Views
23 Pages

Synchronous Remote Calibration for Electricity Meters: Application and Optimization

  • Zhiyong Zha,
  • Hanfang Ge,
  • Chengcheng Zou,
  • Fei Long,
  • Xingfeng He,
  • Geng Wu,
  • Chenxi Dong,
  • Tianping Deng and
  • Jiaxiang Xu

26 January 2025

Remote calibration is an advanced methodology that leverages electricity meters, intelligent detection, and computing technologies to enhance calibration efficiency and precision significantly. However, current research predominantly focuses on isola...

  • Article
  • Open Access
6 Citations
2,858 Views
20 Pages

18 July 2024

Change detection (CD) in high-resolution remote sensing imagery remains challenging due to the complex nature of objects and varying spectral characteristics across different times and locations. Convolutional neural networks (CNNs) have shown promis...

  • Article
  • Open Access
8 Citations
3,543 Views
13 Pages

6 August 2021

More and more attention has been paid to farmland water conservancy project (FWCP) maintenance in China, which can reallocate water resources in a more rational and efficient manner. Compared with the traditional survey such as field survey, FWCP mai...

  • Review
  • Open Access
60 Citations
15,918 Views
32 Pages

26 October 2022

Forests are essential for global environmental well-being because of their rich provision of ecosystem services and regulating factors. Global forests are under increasing pressure from climate change, resource extraction, and anthropologically-drive...

  • Article
  • Open Access
14 Citations
2,642 Views
21 Pages

Remote Sensing Monitoring and Spatial Pattern Analysis of Non-Grain Production of Cultivated Land in Anhui Province, China

  • Junjun Zhi,
  • Xinyue Cao,
  • Wangbing Liu,
  • Yang Sun,
  • Da Xu,
  • Caiwei Da,
  • Lei Jin,
  • Jin Wang,
  • Zihao Zheng and
  • Guohai Zhu
  • + 2 authors

28 July 2023

In recent years, non-grain production of cultivated land (NGPCL) has become increasingly prominent in China, seriously affecting food production and threatening the country’s food security. However, there is a lack of large-scale and high-preci...

  • Article
  • Open Access
1,472 Views
18 Pages

Incorporating Building Morphology Data to Improve Urban Land Use Mapping: A Case Study of Shenzhen

  • Jiapeng Zhang,
  • Fujun Song,
  • Yimin Wang,
  • Tuo Chen,
  • Xuecao Li,
  • Xiayu Tang,
  • Tengyun Hu,
  • Siyao Zhou,
  • Han Liu and
  • Mo Su
  • + 1 author

14 August 2025

Accurate urban land use classification is vital for urban planning, resource allocation, and sustainable management. Traditional remote sensing methods struggle with fine-grained classification and spatial structure identification, while socio-econom...

  • Editorial
  • Open Access
6 Citations
3,837 Views
7 Pages

15 September 2019

Evapotranspiration (ET) is a critical component of the water and energy balances, and the number of remote sensing-based ET products and estimation methods has increased in recent years. Various aspects of remote sensing of ET are reported in 11 pape...

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