Mining and tailings dam detection in satellite imagery using deep learning

Mining and tailings dam detection in satellite imagery using deep learning

This work explores the combination of free cloud computing, free open-source software, and deep learning methods to analyze a real, large-scale problem: the automatic country-wide identification and classification of surface mines and mining tailings dams in Brazil. Locations of officially registere...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Balaniuk, R, Isupova, O, Reece, S
Формат:	Journal article
Хэл сонгох:	English
Хэвлэсэн:	MDPI 2020

Ижил төстэй зүйлс

Mining and Tailings Dam Detection in Satellite Imagery Using Deep Learning
-н: Remis Balaniuk, зэрэг
Хэвлэсэн: (2020-12-01)

Using very-high-resolution satellite imagery and deep learning to detect and count African elephants in heterogeneous landscapes
-н: Duporge, I, зэрэг
Хэвлэсэн: (2020)

BRAZILDAM: A BENCHMARK DATASET FOR TAILINGS DAM DETECTION
-н: E. Ferreira, зэрэг
Хэвлэсэн: (2020-11-01)

Detection of Tailings Dams Using High-Resolution Satellite Imagery and a Single Shot Multibox Detector in the Jing–Jin–Ji Region, China
-н: Qingting Li, зэрэг
Хэвлэсэн: (2020-08-01)

Gray whale detection in satellite imagery using deep learning
-н: Katherine M. Green, зэрэг
Хэвлэсэн: (2023-12-01)

Photovoltaics Detection in Satellite Imagery using Deep Learning and Remote Sensing
-н: Ravishankar, Rashmi
Хэвлэсэн: (2023)

Rheology of mine tailings deposits for dam break analyses
-н: Débora Magalhães Chácara, зэрэг
Хэвлэсэн: (2021-03-01)

Monitoring river turbidity after a mine tailing dam failure using an empirical model derived from Sentinel-2 imagery
-н: PEDRO L.B. CRIONI, зэрэг
Хэвлэсэн: (2023-05-01)

Automated Detection of Chilean Mine Waste Storage Facilities Using Advanced Deep Learning Models and Sentinel-2 Satellite Imagery
-н: Manuel Silva, зэрэг
Хэвлэсэн: (2025-01-01)

The potential to reduce the risks posed by tailings dams using satellite-based information
-н: Lumbroso, D, зэрэг
Хэвлэсэн: (2019)

SBAS-InSAR Based Deformation Monitoring of Tailings Dam: The Case Study of the Dexing Copper Mine No.4 Tailings Dam
-н: Weiguo Xie, зэрэг
Хэвлэсэн: (2023-12-01)

Regional Distribution and Causes of Global Mine Tailings Dam Failures
-н: Shui-Quan Lin, зэрэг
Хэвлэсэн: (2022-05-01)

Engineering properties of iron mine slimes for tailings dam stability
-н: Tawil, Marc Rami
Хэвлэсэн: (2005)

Automatic Windthrow Detection Using Very-High-Resolution Satellite Imagery and Deep Learning
-н: Dmitry E. Kislov, зэрэг
Хэвлэсэн: (2020-04-01)

Manganese: The overlooked contaminant in the world largest mine tailings dam collapse
-н: Hermano M. Queiroz, зэрэг
Хэвлэсэн: (2021-01-01)

Regional-Scale Detection of Palms Using VHR Satellite Imagery and Deep Learning in the Guyanese Rainforest
-н: Matthew J. Drouillard, зэрэг
Хэвлэсэн: (2024-12-01)

Deep Learning for Pavement Condition Evaluation Using Satellite Imagery
-н: Prathyush Kumar Reddy Lebaku, зэрэг
Хэвлэсэн: (2024-09-01)

Satellite Imagery-Based Cloud Classification Using Deep Learning
-н: Rukhsar Yousaf, зэрэг
Хэвлэсэн: (2023-12-01)

Deep learning for detecting and characterizing oil and gas well pads in satellite imagery
-н: Neel Ramachandran, зэрэг
Хэвлэсэн: (2024-08-01)

DEEP LEARNING FOR THE DETECTION OF EARLY SIGNS FOR FOREST DAMAGE BASED ON SATELLITE IMAGERY
-н: D. Wittich, зэрэг
Хэвлэсэн: (2022-05-01)

CloudFCN: Accurate and Robust Cloud Detection for Satellite Imagery with Deep Learning
-н: Alistair Francis, зэрэг
Хэвлэсэн: (2019-10-01)

Detecting Arsenic Contamination Using Satellite Imagery and Machine Learning
-н: Ayush Agrawal, зэрэг
Хэвлэсэн: (2021-12-01)

Failure risk of brazilian tailings dams: a data mining approach
-н: TATIANA B. SANTOS, зэрэг
Хэвлэсэн: (2021-09-01)

Recycling Dam Tailings as Cemented Mine Backfill: Mechanical and Geotechnical Properties
-н: Tugrul Kasap, зэрэг
Хэвлэсэн: (2022-01-01)

Mine tailings storage dams modify upstream headwater fish assemblages
-н: Gilberto N. Salvador, зэрэг
Хэвлэсэн: (2023-04-01)

Vegetation change detection and recovery assessment based on post-fire satellite imagery using deep learning
-н: R. Shanmuga Priya, зэрэг
Хэвлэсэн: (2024-06-01)

BoatNet: automated small boat composition detection using deep learning on satellite imagery
Хэвлэсэн: (2023-05-01)

GEOMEMBRANE BASINS DETECTION BASED ON SATELLITE HIGH-RESOLUTION IMAGERY USING DEEP LEARNING ALGORITHMS
-н: M. Benayad, зэрэг
Хэвлэсэн: (2023-02-01)

Comprehensive analysis of the stability of tailings-geotextile composite—Iron Mine Tailings Dam in Gushan, Anhui, China
-н: Yuxin Zhou, зэрэг
Хэвлэсэн: (2022-08-01)

Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning
-н: Jon Alvarez Justo, зэрэг
Хэвлэсэн: (2025-01-01)

Deep Learning for Understanding Satellite Imagery: An Experimental Survey
-н: Sharada Prasanna Mohanty, зэрэг
Хэвлэсэн: (2020-11-01)

Delineation of the Hydrological Boundaries of the Major Dams’ Watersheds Using Satellite Imagery and Base Maps
-н: M. Mohammad Rezapour Tabari, зэрэг
Хэвлэсэн: (2015-04-01)

A Systematic Review of the Use of Deep Learning in Satellite Imagery for Agriculture
-н: Brandon Victor, зэрэг
Хэвлэсэн: (2025-01-01)

Global-scale object detection using satellite imagery
-н: R. Hamid, зэрэг
Хэвлэсэн: (2014-08-01)

Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery
-н: Seda Camalan, зэрэг
Хэвлэсэн: (2022-04-01)

Modelling Hazard for Tailings Dam Failures at Copper Mines in Global Supply Chains
-н: Sören Lars Nungesser, зэрэг
Хэвлэсэн: (2022-10-01)

Floristic composition of gold and uranium tailings dams, and adjacent polluted areas, on South Africa’s deep-level mines
-н: I. M. Weiersbye, зэрэг
Хэвлэсэн: (2006-08-01)

DETECTION OF CLOUDS IN MEDIUM-RESOLUTION SATELLITE IMAGERY USING DEEP CONVOLUTIONAL NEURAL NETS
-н: A. Hasan, зэрэг
Хэвлэсэн: (2022-07-01)

DESIGN and construction of tailings dams
-н: Wilson, David
Хэвлэсэн: (1981)

Deep Transfer Learning of Satellite Imagery for Land Use and Land Cover Classification
-н: Teklay Yifter, зэрэг
Хэвлэсэн: (2022-09-01)