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  • Review
  • Open Access
181 Citations
57,558 Views
43 Pages

13 July 2023

This study provides a comprehensive review of the efforts utilized in the measurement of water quality parameters (WQPs) with a focus on total dissolved solids (TDS) and total suspended solids (TSS). The current method used in the measurement of TDS...

  • Review
  • Open Access
120 Citations
51,846 Views
34 Pages

A Review of Practical AI for Remote Sensing in Earth Sciences

  • Bhargavi Janga,
  • Gokul Prathin Asamani,
  • Ziheng Sun and
  • Nicoleta Cristea

21 August 2023

Integrating Artificial Intelligence (AI) techniques with remote sensing holds great potential for revolutionizing data analysis and applications in many domains of Earth sciences. This review paper synthesizes the existing literature on AI applicatio...

  • Article
  • Open Access
79 Citations
42,610 Views
17 Pages

Individual Tree-Crown Detection and Species Identification in Heterogeneous Forests Using Aerial RGB Imagery and Deep Learning

  • Mirela Beloiu,
  • Lucca Heinzmann,
  • Nataliia Rehush,
  • Arthur Gessler and
  • Verena C. Griess

6 March 2023

Automatic identification and mapping of tree species is an essential task in forestry and conservation. However, applications that can geolocate individual trees and identify their species in heterogeneous forests on a large scale are lacking. Here,...

  • Review
  • Open Access
237 Citations
41,192 Views
35 Pages

Unmanned Aerial Vehicles for Search and Rescue: A Survey

  • Mingyang Lyu,
  • Yibo Zhao,
  • Chao Huang and
  • Hailong Huang

25 June 2023

In recent years, unmanned aerial vehicles (UAVs) have gained popularity due to their flexibility, mobility, and accessibility in various fields, including search and rescue (SAR) operations. The use of UAVs in SAR can greatly enhance the task success...

  • Review
  • Open Access
9 Citations
39,355 Views
17 Pages

Recent Advances and Challenges in Schumann Resonance Observations and Research

  • Jinlai Liu,
  • Jianping Huang,
  • Zhong Li,
  • Zhengyu Zhao,
  • Zhima Zeren,
  • Xuhui Shen and
  • Qiao Wang

15 July 2023

The theoretical development of Schumann Resonances has spanned more than a century as a form of global natural electromagnetic resonances. In recent years, with the development of electromagnetic detection technology and the improvement in digital pr...

  • Review
  • Open Access
103 Citations
36,370 Views
35 Pages

Advancements and Applications of Drone-Integrated Geographic Information System Technology—A Review

  • Md Muzakkir Quamar,
  • Baqer Al-Ramadan,
  • Khalid Khan,
  • Md Shafiullah and
  • Sami El Ferik

20 October 2023

Drones, also known as unmanned aerial vehicles (UAVs), have gained numerous applications due to their low cost, ease of use, vertical takeover and landing, and ability to operate in high-risk or hard-to-reach areas. The contribution of this review is...

  • Review
  • Open Access
106 Citations
35,930 Views
30 Pages

Google Earth Engine: A Global Analysis and Future Trends

  • Andrés Velastegui-Montoya,
  • Néstor Montalván-Burbano,
  • Paúl Carrión-Mero,
  • Hugo Rivera-Torres,
  • Luís Sadeck and
  • Marcos Adami

23 July 2023

The continuous increase in the volume of geospatial data has led to the creation of storage tools and the cloud to process data. Google Earth Engine (GEE) is a cloud-based platform that facilitates geoprocessing, making it a tool of great interest to...

  • Review
  • Open Access
82 Citations
34,343 Views
41 Pages

Simultaneous Localization and Mapping (SLAM) for Autonomous Driving: Concept and Analysis

  • Shuran Zheng,
  • Jinling Wang,
  • Chris Rizos,
  • Weidong Ding and
  • Ahmed El-Mowafy

20 February 2023

The Simultaneous Localization and Mapping (SLAM) technique has achieved astonishing progress over the last few decades and has generated considerable interest in the autonomous driving community. With its conceptual roots in navigation and mapping, S...

  • Review
  • Open Access
156 Citations
34,268 Views
28 Pages

Remote Sensing Object Detection in the Deep Learning Era—A Review

  • Shengxi Gui,
  • Shuang Song,
  • Rongjun Qin and
  • Yang Tang

12 January 2024

Given the large volume of remote sensing images collected daily, automatic object detection and segmentation have been a consistent need in Earth observation (EO). However, objects of interest vary in shape, size, appearance, and reflecting propertie...

  • Review
  • Open Access
180 Citations
33,677 Views
46 Pages

Remote Sensing in Field Crop Monitoring: A Comprehensive Review of Sensor Systems, Data Analyses and Recent Advances

  • Emmanuel Omia,
  • Hyungjin Bae,
  • Eunsung Park,
  • Moon Sung Kim,
  • Insuck Baek,
  • Isa Kabenge and
  • Byoung-Kwan Cho

6 January 2023

The key elements that underpin food security require the adaptation of agricultural systems to support productivity increases while minimizing inputs and the adverse effects of climate change. The advances in precision agriculture over the past few y...

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Remote Sens. - ISSN 2072-4292