Conflict, Illicit Activity & Mineral Convergence in Northern Nigeria

1. Executive Summary

This preliminary geospatial intelligence study tests whether observable spatial and temporal convergence exists between violent incidents (banditry, terrorism, kidnapping), displacement patterns, arms trafficking indicators, and mineral resource locations across Northern Nigeria from 2015 to 2025.

Analysis of open-source datasets — including ACLED conflict data, IOM Displacement Tracking Matrix rounds, UNHCR displacement figures, Nigerian Geological Survey Agency mineral maps, academic literature, and investigative journalism — reveals non-random clustering and co-location patterns sufficient to justify deeper institutionally-backed investigation.

The Northwest accounted for 41% of national conflict fatalities in 2024, with Zamfara, Kaduna, and Katsina constituting the primary convergence zone. Between July 2024 and June 2025 alone, 2,938 kidnapping victims were recorded in the Northwest — 62% of the national total — with gold-for-arms trading identified as the primary financing mechanism for bandit groups since 2022–23.

2. Conflict Landscape (2015–2025)

Northern Nigeria's insecurity environment has evolved significantly over the study period. What began as farmer-herder conflicts and Boko Haram insurgency has transformed into a complex, multi-actor security landscape:

Northeast: ISWAP (Islamic State West Africa Province) and JAS (Boko Haram remnants) dominate the Lake Chad Basin region. Between January 2023 and October 2025, ACAPS recorded 7,743 fatalities in 1,743 incidents — the highest mortality rate by geopolitical zone. Borno State alone hosts over 1.7 million IDPs as of September 2025.

Northwest: Initially driven by farmer-herder conflicts, criminal networks evolved into organized bandit groups engaged in cattle rustling (2011–2019), then kidnapping for ransom (2019–2022), and increasingly artisanal mining extortion and gold-for-arms financing since 2022. Conservative estimates place banditry-related deaths at 8,300+ between 2013 and 2022. ACLED data indicates approximately 4,000+ political violence events in the 12-month period December 2023 to November 2024.

North Central: Communal violence between pastoralists and farming communities, with particular severity in Benue, Niger, Plateau, and Nasarawa states. Increasingly intersecting with artisanal mining activity, particularly in Niger State's Shiroro district.

3. Mineral Resource Geography

Northern Nigeria hosts significant deposits of economically strategic minerals. The NGSA Mineral Resources Map (2023) and academic geological surveys identify the following key mineral corridors relevant to the conflict geography:

Gold: Primary deposits concentrated in the Northwest schist belt corridor spanning Zamfara (Maru, Anka, Malele), Kaduna (Birnin Gwari, Kushaka), Kano, and parts of Niger State. Gold prices exceeding $4,300/oz in 2025 significantly elevated the economic incentive for control of mining zones. Nigeria loses over $9 billion annually to illegal mining, with a substantial portion tied to the gold sector.

Lithium: Potential lithium deposits identified in pegmatite environments in parts of the Northwest, particularly Kaduna, and North Central Nigeria (Nasarawa, Plateau). Mapping using magnetic and gamma-ray spectrometry datasets (2023 study) identified hydrothermally altered structures in the northeastern, southeastern flanks of surveyed areas. Strategic importance is rising with global battery demand.

Tantalite/Columbite: Plateau State's Jos Basin historically important for tin and columbite. Nasarawa hosts tantalite at Udege and Mada Station. These are critical minerals for electronics manufacturing.

4. The Gold-for-Arms Nexus

The most analytically significant finding of this preliminary study is the documented emergence of a gold-for-arms trade as the primary financing mechanism for bandit groups in Northern Nigeria's Northwest. This nexus represents a qualitative shift in the conflict economy with direct implications for AML/CFT policy and security responses.

Investigative reporting by The Cable (October 2025) documents how illicitly mined gold from Northwest Nigeria is funnelled into terrorism financing. The Kachalla Mati network — successor to slain bandit kingpin Halilu Sububu — reportedly earns ₦300 million weekly from illicit mining operations across Zamfara, Katsina, and Kaduna. The gold is smuggled across borders, either generating cash for weapons procurement or directly bartered for firearms through West Sahel networks.

In 2019, the Nigerian federal government imposed a mining ban in Zamfara State, followed by a no-fly zone in 2021, after intelligence indicated illegally mined gold was being flown out in private aircraft with proceeds used to smuggle weapons. These measures had limited effect, with armed groups regrouping and operations continuing through ground-based smuggling routes.

A critical institutional dimension was identified: wealthy elites with licensed or unlicensed concessions hire armed groups for site protection, creating T-2 (Elite–Bandit Collusion) typology zones. Nigeria's Minister of Solid Minerals and a Senate committee confirmed in late 2024 that influential figures, including retired military officers, are involved in organizing illegal mining operations nationally.

5. Displacement Patterns

IOM's Displacement Tracking Matrix (Round 17, July 2025) assessed 10 states across North Central and Northwest zones, covering 2,424 sites across 968 wards in 201 Local Government Areas. By April 2025, 1,252,042 IDPs were identified across 216,288 households — a 5% decline from the previous round, suggesting limited recovery.

UNHCR September 2025 data records: Borno (1.7M), Benue (457k), Katsina (270k), Zamfara (217k–279k), Adamawa (200k), Yobe (167k), Kaduna (118k), Sokoto (100k). Over one-third of IDPs had arrived at current displacement locations between 2022–2024, indicating the crisis remains acute and relatively recent.

Critically, displacement patterns spatially correlate with mineral-rich zones: communities in Shiroro (Niger State), Anka and Maru LGAs (Zamfara), and Birnin Gwari (Kaduna) were displaced specifically from areas overlapping with known artisanal mining sites or schist belt corridors. This spatial overlap supports the T-3 typology (Displacement-Mining Pressure) and suggests that in some cases, displacement may be instrumentalized to clear populations from resource-rich land.

6. Key Limitations & Confidence Assessment

The following limitations must accompany all interpretations of this dataset:

1. Underreporting of arms trafficking: Arms flow indicators are inferred from secondary sources (border security reports, academic literature, investigative journalism). No geocoded arms trafficking dataset is available in the open-source domain. Confidence: LOW.

2. Informal mineral site gaps: NGSA data captures licensed concessions and geological surveys only. The hundreds of informal artisanal sites operating without registration are poorly mapped. Satellite imagery proxies (Google Earth Engine) would be required for better coverage. Confidence: MEDIUM for formal sites, LOW for informal.

3. Financial flow data absent: No open-source data captures gold transaction volumes, hawala network flows, or cross-border financial movements. This is the most significant gap for AML/CFT analysis.

4. Incident underreporting: ACLED data "inevitably undercounts the true extent of the problem" (UNIDIR 2024), as many incidents in remote or conflict-active areas go unreported.

5. Correlation not causation: Spatial co-location of minerals and conflict does not establish causal pathways. Multiple confounding factors (poverty, governance gaps, climate change, ethnic tensions) operate simultaneously.

7. Phase 2 Investigation Pathway

Based on the patterns identified, the following Phase 2 investigation is warranted if institutional datasets can be accessed:

Priority datasets for Phase 2:

• EFCC transaction monitoring data — gold proceeds and cross-border payments from Northwest Nigeria
• Ministry of Mines and Steel Development — licensed concession boundaries, production reports, ASM registry
• Nigerian Customs Service — gold export declaration records
• National Intelligence Agency / DSS — classified incident data on arms trafficking corridors
• Google Earth Engine temporal analysis — change detection in land use to identify new mining sites (2015–2025)
• FATF/GIABA regional financial intelligence data — suspicious transaction reports from Sahel border zones

8. Preliminary Conclusions

This proof-of-concept geospatial intelligence prototype provides sufficient evidence to conclude that meaningful, non-random spatial correlations exist between violent conflict, artisanal mining activity, and displacement patterns across Northern Nigeria. The convergence is most pronounced in the Northwest schist belt corridor (Zamfara–Kaduna–Katsina), where a documented gold-for-arms economy has emerged as a primary conflict financing mechanism since 2022.

Three typologies — Resource Capture Corridor (T-1), Elite-Bandit Collusion Zone (T-2), and Displacement-Mining Pressure Zone (T-3) — provide analytical frameworks for differentiated policy responses. Each typology requires distinct regulatory, security, and humanitarian interventions.

The prototype demonstrates that a deeper, institutionally-backed geospatial investigation is both analytically justified and policy-relevant. Integration of EFCC financial data, classified security datasets, and satellite imagery would transform this prototype into an operational intelligence layer capable of supporting real-time security and regulatory decision-making.