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Record W4417475463 · doi:10.1139/er-2025-0146

A review of the current state, challenges, and emerging trends for sustainable tailings remediation in South Africa: transforming mine tailings dumps into bioenergy hotspots

2025· article· en· W4417475463 on OpenAlexvenueno aff
Nkanyiso Mlalazi, Shumani Ramuhaheli, Ngonidzashe Chimwani

Bibliographic record

VenueEnvironmental Reviews · 2025
Typearticle
Languageen
FieldEngineering
TopicTailings Management and Properties
Canadian institutionsnot available
Fundersnot available
KeywordsTailingsBioenergyRenewable energySustainabilityBiomass (ecology)Energy cropEnergy sourceClimate change mitigation

Abstract

fetched live from OpenAlex

In alignment with the objectives of the 2030 Climate and Energy Framework, renewable energy sources have been identified as a key driver in global efforts to mitigate climate change. For Africa, renewable energy represents a pathway toward achieving low-carbon energy self-sufficiency. Biomass derived from energy crops forms part of this renewable portfolio; however, competition between land for food and energy production remains a major constraint. To ensure meaningful contributions to energy sustainability, the cultivation of energy crops should prioritize marginal lands, particularly tailings storage facilities (TSFs). The use of such crops for phytoremediation presents a multifunctional approach that simultaneously facilitates soil decontamination and biomass production. Transforming mining waste into secondary resources is central to advancing circular economy principles in the extractive sector. Effective management of these waste streams requires an integrated framework that promotes reduction, reprocessing, upcycling, and responsible disposal to achieve long-term environmental and economic sustainability. Repurposing TSFs for bioenergy production offers a dual benefit: valorizing mining residues while reducing land-use conflicts between food and energy systems. In South Africa, where land availability is highly contested, extensive tailings deposits present a unique opportunity to convert degraded sites into bioenergy hotspots. However, realizing this potential necessitates reforming existing regulatory frameworks that prioritize biodiversity conservation in remediation practices. Differentiating between ecological restoration of footprint areas, such as former mining sites and waste storage zones, and resource-oriented remediation of TSFs is critical for sustainable transformation. This perspective advocates for the strategic cultivation of suitable bioenergy crops, including indigenous species and noninvasive alien plants such as Chrysopogon zizanioides (vetiver grass), on stabilized tailings. This review synthesizes current practices, challenges, and emerging trends in sustainable tailings remediation in South Africa. It highlights the potential to reframe mine TSFs as valuable bioenergy resources, aligning environmental rehabilitation with national energy security goals and supporting the transition toward a circular and low-carbon mining economy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.990
Threshold uncertainty score0.645

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.015
GPT teacher head0.227
Teacher spread0.212 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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