Editing Tailings Mass Generated Rate

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{| class="wikitable" style="float:right; clear:right; margin:0 0 1em 1em; width:320px;"
|+ SIGNAL Earth Structured Data
|-
! Object type
| Damage Signal
|-
! SIGNAL Earth ID
| DS-00036
|-
! Observable type
| Tailings mass generated rate
|-
! Unit
| tonnes/yr (tonnes of tailings generated per year)
|-
! Temporal structure
| Annual
|-
! Monitoring backbone
| Mine reporting + process estimation
|}
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The {{SignalTerm|type=DS|id=DS-00036|label=Tailings Mass Generated Rate}} is an environmental indicator quantifying the annual mass of tailings produced as a byproduct of mineral extraction and processing activities. Tailings consist of finely ground rock and process effluents left after valuable minerals are extracted from ore. The generation rate of tailings is a critical parameter for assessing the scale of mining operations and their potential environmental impacts, including land disturbance, water contamination, and waste management challenges.

Globally, tailings production reflects the intensity of resource extraction and is influenced by factors such as ore grade, mining technology, and regulatory frameworks. Understanding the rate at which tailings are generated provides insight into the pressure exerted on ecosystems and the demand for tailings storage facilities. This metric supports environmental risk assessments and informs sustainable mining practices.

Within the broader context of resource extraction and environmental monitoring, the tailings mass generated rate serves as a driver signal indicating the magnitude of waste produced. It is relevant to stakeholders including environmental scientists, regulatory agencies, and mining operators concerned with the stewardship of natural resources and mitigation of mining-related hazards.

== Geographic / System Context ==
Tailings generation occurs worldwide wherever mineral extraction industries operate, spanning diverse geographic regions from large-scale industrial mines in North and South America, Australia, Africa, and Asia to smaller artisanal mining sites. The geographic distribution of tailings production is closely linked to the location of mineral deposits and the intensity of mining activities. Environmental systems affected by tailings include terrestrial landscapes where tailings are stored, adjacent river basins, and downstream aquatic ecosystems. The spatial extent of tailings impacts varies depending on site-specific factors such as climate, topography, and hydrology, which influence the transport and fate of tailings materials.

== Monitoring and Measurement ==
Monitoring the tailings mass generated rate relies primarily on mine reporting and process estimation methodologies. Mining companies typically document ore processed and tailings produced as part of operational records required by regulatory authorities. These data are supplemented by process modeling that estimates tailings volumes based on ore characteristics, extraction methods, and mineral recovery rates. International initiatives such as the Global Tailings Review provide standardized frameworks for reporting and assessing tailings production. Additionally, databases like the World Mine Tailings Failures database compile historical and operational data relevant to tailings management and associated risks.

Within the SIGNAL system, this phenomenon is treated as a defined environmental signal whose boundaries and measurement conventions are described below.

== Signal Definition ==
The tailings mass generated rate is defined as the total mass of tailings produced annually by mining operations, measured in tonnes per year. It quantifies the mass of residual material remaining after the extraction of target minerals from ore, encompassing both solid and slurry forms of tailings generated during mineral processing.

== Boundary Conditions ==
Boundary inclusions encompass all tailings produced as waste material during mineral extraction and processing activities globally, regardless of mineral type or mining scale. This includes tailings deposited in engineered storage facilities, as well as those temporarily stored or managed on-site. Boundary exclusions involve materials not classified as tailings, such as overburden removed during mining that is not processed for mineral extraction, naturally occurring sediment unrelated to mining, and waste rock that is not part of the processed ore stream. Additionally, tailings generated from non-mining industrial processes are excluded.

== Aggregation Semantics ==
Geographic aggregation of the tailings mass generated rate is conducted at global, regional, and national scales to assess spatial patterns of mining waste production. Temporal aggregation is annual, reflecting the reporting cadence of mining operations and enabling year-over-year comparisons. Cross-signal aggregation involves integrating tailings generation data with related environmental signals such as contaminated runoff, industrial wastewater discharge, and metal-bearing water flows to evaluate cumulative environmental pressures and potential impacts on receiving ecosystems. Aggregated data support trend analysis, risk assessment, and resource management planning.

== Observational Status ==
Current monitoring of the tailings mass generated rate relies on self-reported mining data and process estimations, which vary in completeness and accuracy depending on jurisdictional reporting requirements and operational transparency. International efforts aim to improve data quality and coverage through standardized reporting protocols and collaborative databases. Future SIGNAL releases may incorporate enhanced datasets from remote sensing, improved process models, and expanded reporting frameworks to refine estimates of tailings production and its environmental implications. Ongoing integration with related environmental signals will support comprehensive assessments of mining-related pressures.

== Related Signals ==
* Coal extraction rate
* Contaminated operational runoff to receiving waters
* Industrial contaminated wastewater discharge to receiving waters
* Mine drainage and metal-bearing water discharge
* Primary copper ore extraction rate
* Sediment-laden runoff to receiving waters

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== Key Associated People ==
* '''Rico''' — Contributor (Tailings failures dataset author) [Domain expert]
* '''Samarco/ICMM tailings review lead''' — Advisor (Global Tailings Review) [Domain expert]
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== Sources ==
* [https://www.unep.org/ World Bank / UNEP hazardous waste reports]
* [https://globaltailingsreview.org/ Global Tailings Review (ICMM/UNEP/PRI)]
* [https://doi.org/10.1016/j.jhazmat.2007.09.012 Rico et al. 2008 tailings dam failures dataset]
* [https://tailing.grida.no/ World Mine Tailings Failures database (if available)]
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