Deep learning for geological hazards analysis: Data, models

1. Introduction. Geological hazards (Geohazards) refer to natural disasters that are caused by geodynamic activity or abnormal changes in the geological environment, which typically include internal earth processes (e.g., earthquakes, volcanic activity, and emissions) and related geophysical processes (e.g., landslides, debris flows, rockfalls, …

Web data mining for automatic inventory of geohazards at …

The data mining procedure uses algorithms that are specifically calibrated for a single geohazard typology. We tested the proposed data mining technique at the national scale, using Italy (approximately 300,000 km 2) as the test site and landslide as the primary target geohazard. After a test period of 2 years (November 2009–November 2011), a ...

Impacts of Coal mining: a Review of Methods and Parameters Used in India

The effects on the ecosystems, human health, biological div ersity and water environment include. some of the effects. The removal and processing. of coal at the mining site and its transportation ...

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Maheshwari Mining Private Limited is India's largest diversified service provider in the infrastructure & mining industry, for underground mining, exploration and geotechnical services. Our purpose is to create long term value through the discovery, development and conversion of natural resources and provision of innovative customer and ...

Five largest copper mines in India in 2020

September 6, 2021. Here are the five largest copper mines by production in India, according to GlobalData's mining database. 1. Malanjkhand Mine. The Malanjkhand Mine is a surface and underground mine located in Madhya Pradesh. It is owned by Hindustan Copper and produced an estimated 19.927 Thousand tonnes of copper in 2020.

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A concentrated mining sector - Mining For Zambia. FQM's Kansanshi mine is in Solwezi, the capital of North-Western province; and 150 km away is its new $2 billion Trident project, which consists of the Sentinel Copper Mine and the Enterprise nickel mine. Barrick's Lumwana mine is situated about 100 km from Solwezi.

(PDF) The impact of coal mining activities on land resources in india

Co al mining in India was started in 1774 with two. eminent British officers namely Sumner and Heatly of the East India . Company in the state of West Bengal. During the 1800s man y private .

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India Joins Sri Lanka in Seabed Mining Race

The AN Seamount is a structural feature (400 km long and 150 km wide) in the Central Indian Basin, located about 3,000 km away from India's coast. From an oceanic depth of about 4,800 km, it rises to about 1,200 meters and it is rich in deposits of cobalt, nickel, manganese and copper. To proceed with extraction, interested parties/countries ...

An Overview of Human Health Hazards in Indian Mining …

for mining coal in India. Now the Mining industry in India is a major economic activity which contributes significantly to the economy of India. India is endowed with significant mineral resources and 89 minerals are being produced in India. Over 1.1million peoples are employed in Indian mining industry. Over the past three decades, India's ...

(PDF) Geohazards Risk Management in India

India has 2% of the total land area of the world but supports more than 17% of global population. Due to diverse geological environment and geodynamic processes, the country faces several types of geohazards including earthquakes, landslides, tsunami, glacial lake outburst floods, landslide dammed lake out burst floods etc. that affect the lives, …

Geologic Hazards Science Center

USGS Seeks Earthquake Hazards Research Proposals. USGS is currently soliciting project proposals for Fiscal Year 2025 grants on earthquake hazards science. The grants are a long-standing effort that... Read Article. Earthquakes can strike faster than a New York minute – What to do when the ground shakes... February 12, 2024.

Environmental Hazards of Limestone Mining and Adaptive

Based on the investigation conducted by (Eugene and Singh 2014) on water quality due to limestone mining in East Jaintia Hills, Meghalaya, India, it was concluded that in most cases water quality showed elevated levels of pH, electrical conductivity, total dissolved solids, hardness, alkalinity, calcium and sulphate concentrations due to the ...

Roadway backfill method to prevent geohazards induced by …

Coal mines in the western areas of China experience low mining rates and induce many geohazards when using the room and pillar mining method. In this research, we proposed a roadway backfill ...

Sanghamitra Coal Mine

Coal terminals. Sanghamitra Coal Mine is a proposed coal mine in Chatra, Jharkhand, India. 1 Location. Table 1: Project-level location details. 2 Project Details. 2.1 Table 2: 2.2 Table 3: Operation details. 2.3 Table 4: Coal resources and destination. 2.4 Table 5: Ownership and parent company.

Mining Sector in India

The mining sector in India can influence social inclusion, economic progress, and environmental sustainability. The mining sector's GDP contribution only swings between 2.2% and 2.5%, but based on the GDP of the entire industrial sector, it ranges from 10% to 11%. Even small-scale mining adds 6% to the overall cost of mineral production.

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Mining geohazards susceptibility and risk mapping: The …

During the last decades, numerous methodologies for the construction of both susceptibility and risk maps have been developed in order to identify and mitigate geohazards such as landslides and secondarily land subsidence phenomena caused by the collapse of natural or man-made underground cavities. According to literature review, …

Explained: Why Underground Coal Mining In India Needs A …

On top of that, most of the underground mines in India were of the era when opencast was not in vogue. These mines are barely 150-200 metres deep and barely 25 percent of the reserves are extracted through the board and pillar method. Today opencast mines can recover 90 percent of reserves located up to 350 metres below the …

Geologic Hazards Science Center | U.S. Geological Survey

The Geologic Hazards Science Center (GHSC), on the Colorado School of Mines campus, is home to the National Earthquake Information Center (NEIC), many scientists in the Earthquake Hazards Program and Landslide Hazards Program, as well as the Geomagnetism Program staff. Information for Visitors.

CHARACTERISTICS COGNITION OF TYPICAL SURFACE …

Coal mining leads to geohazards such as subsidence and slope slippage of the mine ground, which affects a wide range and complicated in situation. Surface geohazards in mining areas mainly refer to hazards that occur on the surface of mining areas and pose threats and damage to safe production, life and property,

Soil pollution in Indian coal mines, available remediation …

Abstract Soil pollution due to coal mining and its associative activities has become a serious environmental concern in India. The by-products of coal mining are often disposed directly to the bare lands, significantly altering the characteristics of soil up to a considerable extent. These stacks of discarded rock wastes under the influence of …

A brief review paper on mining subsidence and its geo …

The data shows that in India the open cast coal mining has dictate very much of 93.26%, nevertheless only 6.74% are underground mines. Apart from India 60% of the other countries have their underground coal extraction. In India the coal production is continuously declining due to the heavy extraction of coal on near-surface by open cast …

People living near mining activities at increased risk of …

by Mayank Aggarwal and Sahana Ghosh on 14 December 2020. A latest government study has found that mining activities in the coal-rich Tamnar area of Chhattisgarh have put the local population, mainly tribal people, at an increased risk of acute respiratory diseases and tuberculosis. The study reveals that in the case of …

Potential geohazards in Varkala coastal cliffs: An ideal …

Varkala, along the southwestern coast of Peninsular India, has a unique place in Indian geology and geomorphology due to the presence of coastal lateritic cliffs, which exposes the entire Mio ...

CHARACTERISTICS COGNITION OF TYPICAL SURFACE GEOHAZARDS SCENE IN MINING …

The concept of surface geohazards in mining area is put forward, and the surface geohazards in mining area are divided into three categories: first is surface subsidence fissures, collapse, second ...

Coal mining in northeast India: an overview of …

Northeast India has a good deposit of sub-bituminous tertiary coal. The northeast Indian coals have unusual physico-chemical characteristics such as high sulfur, volatile matter and vitrinite content, and low ash content. In addition, many environmental sensitive organic and mineral bound elements such as Fe, Mg, Bi, Al, V, Cu, Cd, Ni, Pb, …

Black and dirty: The coal challenge in India

Coal usage in India also has impacts beyond India. In 2011, though India's annual per-capita CO2 emissions in 2011 at 1.6 tons was considerably lower than the global average of 4.9 tons, India was the world's third largest emitter of CO2 with 1,970 million tons. Of this, coal usage contributed about 970 million tons, or about 3% of world ...

Quartz Mines In India: An Overview Of Quartz Resources And Reserves

According to the NMI database, the total reserve/resources of quartz and silica sand in the country is projected to be around 3,907.95 million tonnes. Out of this, 647.53 million tonnes (17%) are placed under the reserved category. Another 3,260.42 million tonnes (83%) are placed under the remaining resources category.

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