Crowdsourcing in Remote Sensing: A Review of Applications and Future Directions

被引：30

作者：

Saralioglu, Ekrem ^{[1
]}

Gungor, Oguz ^{[2
,3
,4
]}

机构：

[1] Karadeniz Tech Univ, Trabzon, Turkey

[2] Karadeniz Tech Univ, Dept Geomat, Remote Sensing, Trabzon, Turkey

[3] Karadeniz Tech Univ, Dept Geomat, Remote Sensing Div, Trabzon, Turkey

[4] Turkish Natl Union Photogrammetry & Remote Sensin, Ankara, Turkey

来源：

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE | 2020年 / 8卷 / 04期

关键词：

Remote sensing; Crowdsourcing; Sensors; Satellites; Microwave radiometry; GEOGRAPHIC INFORMATION; SOCIAL MEDIA; ACCURACY ASSESSMENT; CLASSIFICATION; EARTH; OPENSTREETMAP; SYSTEMS; TOOL; IDENTIFICATION; TECHNOLOGIES;

D O I：

10.1109/MGRS.2020.2975132

中图分类号：

P3 [地球物理学]; P59 [地球化学];

学科分类号：

0708 ; 070902 ;

摘要：

The data obtained with remote sensing sensors are processed to fuel studies related to the Earth's resources and environment. Sensor technologies being developed are increasing the diversity and capabilities of remote sensing data. However, these advancements are also multiplying the volume of information enormously, straining resources for processing the data. Meanwhile, the analysis and interpretation of most satellite data have not yet been fully automated, and human intervention is still necessary at certain stages. In addition, recent deep-learning methods that offer solutions to many remote sensing problems require a large amount of labeled data.

引用

页码：89 / 110

页数：22

共 50 条

[31] Remote Sensing Applications in Monitoring Poplars: A Review
Mapuru, Morena J.
Xulu, Sifiso
Gebreslasie, Michael
D'Amico, Giovanni
Mattioli, Walter
Chirici, Gherardo
[J]. FORESTS, 2023, 14 (12):
[32] Review of applications of radar remote sensing in agriculture
Zhang, Wangfei
Chen, Erxue
Li, Zengyuan
Yang, Hao
Zhao, Lei
[J]. Journal of Radars, 2020, 9 (03): : 444 - 461
[33] Applications of Remote Sensing in Satellite Oceanography: A Review
Devi, Gayathri K.
Ganasri, B. P.
Dwarakish, G. S.
[J]. INTERNATIONAL CONFERENCE ON WATER RESOURCES, COASTAL AND OCEAN ENGINEERING (ICWRCOE'15), 2015, 4 : 579 - 584
[34] Applications of Remote Sensing in Precision Agriculture: A Review
Sishodia, Rajendra P.
Ray, Ram L.
Singh, Sudhir K.
[J]. REMOTE SENSING, 2020, 12 (19) : 1 - 31
[35] Review of Remote Sensing Applications in Grassland Monitoring
Wang, Zhaobin
Ma, Yikun
Zhang, Yaonan
Shang, Jiali
[J]. REMOTE SENSING, 2022, 14 (12)
[36] New directions in earth observing: Scientific applications of multiangle remote sensing
Diner, DJ
Asner, GP
Davies, R
Knyazikhin, Y
Muller, JP
Nolin, AW
Pinty, B
Schaaf, CB
Stroeve, J
[J]. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 1999, 80 (11) : 2209 - 2228
[37] Remote Oncology Care: Review of Current Technology and Future Directions
McGregor, Bradley A.
Vidal, Gregory A.
Shah, Sumit A.
Mitchell, James D.
Hendifar, Andrew E.
[J]. CUREUS JOURNAL OF MEDICAL SCIENCE, 2020, 12 (08)
[38] Remote Sensing of Human-Environment Interactions in Global Change Research: A Review of Advances, Challenges and Future Directions
Pricope, Narcisa G.
Mapes, Kerry L.
Woodward, Kyle D.
[J]. REMOTE SENSING, 2019, 11 (23)
[39] Deep learning techniques for remote sensing image scene classification: A comprehensive review, current challenges, and future directions
Kumari, Monika
Kaul, Ajay
[J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2023, 35 (22):
[40] Photosynthesis and remote sensing - A review of actual and future potentials
Guyot, G
[J]. REMOTE SENSING '96: INTEGRATED APPLICATIONS FOR RISK ASSESSMENT AND DISASTER PREVENTION FOR THE MEDITERRANEAN, 1997, : 293 - 297

← 1 2 3 4 5 →