1. Introduction
Nowadays, most mines (coal, iron, and others) in Europe are already closed due to economic, environmental, and social issues [
1,
2]. There are different causes of the decrease in mining activities in Europe; they are related to economic factors, and environmental factors and contexts. The environmental and human impacts of mining activities, mainly coalmines, oblige the European countries to make decisions to close mines. Locals and green campaigners have developed arguments about preserving nature and biodiversity, pointing out that mining can cause serious water and soil pollution and lead to deforestation and biodiversity loss. Additionally, every unprofitable coal mine in the European Union must cease production.
These former mining sites constitute a crucial industrial legacy. Additionally, closed mines are associated with several hazards and risks [
3]. Thus, risk assessment and management remain a central objective of the mining industry, mining authorities, and decision-makers. Post-mining management presents a significant concern for the states and regions with a rich mining history. Several European countries must manage large territories where coal mining (open-pit and underground) activities have closed (Czech Republic, Germany, Poland). Other countries are still actively improving risk management even after mine closure (Belgium, France, Spain, and others).
Several hazards are likely to affect surface areas located on former mining sites. Mining hazards can occur sometimes immediately after mining operations cease, but sometimes much later (after several years). Furthermore, the closure of mining sites can lead to job losses following the cessation of mining operations [
4].
Impacts from closed mines can result in potentially dangerous changes in surface or/and groundwater flow, and the development of surface instabilities that can sometimes dangerously affect people or critical infrastructure (roads, railways, water distribution). Mine closure can result in hazards, such as geotechnical, induced, or natural seismicity, hydraulic perturbations, flooding events, dangerous or toxic gas emissions, or releases of potentially dangerous chemical substances into the environment [
5,
6]. The assessment of the different hazards must consider the interaction between mining hazards, i.e., the influence of one hazard on others. Land use planning and specific planning for the adequate rehabilitation of former mining sites require better tools to understand the multiplicity of hazards and their constraints. Managing multi-hazards is a real challenge for communities. Indeed, risk management is a dynamic and iterative process that must address environmental, social, and economic considerations together.
This paper proposes tools to evaluate the interaction between the different mining hazards related to the post-mining era to manage the exposed mining regions. Natural hazards identified in former mining areas also are considered. The matrix interaction approach is described and applied to a coal mining region.
2. State of the Art of Multi-Risk Assessment
2.1. Definitions
The term multi-hazard refers to the existence and the occurrence of several hazards in the same territory. A territory can therefore be subject to several hazards and associated vulnerabilities, but also to possible interactions between hazards. The multi-risk assessment objective is to better manage the interaction between hazards and risks. Hence, it can lead to the identification of suitable mitigation methods based on the multi-hazard and multi-risk assessment results. Delmonaco et al. [
7] define multi-hazard analyses as the “implementation of methodologies and approaches aimed at assessing and mapping the potential occurrence of different types of natural hazards in a given area”.
The European Commission [
8] considers multi-hazard analysis as the probability of occurrence (the probability of occurrence can be used to quantify a specific hazard) of different hazards, either occurring at the same time or shortly following each other, because they are dependent on each other or because they are caused by the same triggering event, such as rainfall or an earthquake, or are merely threatening the same elements at risk without chronological coincidence.
Multi-hazard assessment can be defined as a method or approach that considers more than one hazard in the target area and the interrelationships between these hazards, including their simultaneous or cumulative occurrence and potential interactions [
9]. Examples include events that could occur after an earthquake, surface mining activities, or a landslide after heavy rainfall/flooding of a mine pit. In addition, hazards can arise from sustainable conditions with a cumulative nature over time, such as large-scale soil contamination due to the leakage of toxic chemicals that were not detected by the environmental quality monitoring system for many years [
10]. Mavrommatis et al. [
11] present a comprehensive framework for the multi-risk analysis of climate change, and provide operational recommendations for managing the interaction between the mining industry and natural hazards related to climate change. Sigtryggsdottir et al. [
12] used the interrelation matrix to identify interactions between geohazards that may affect hydropower projects and to optimize the monitoring system.
Multi-risk assessment research started relatively recently, in the 1990s, assessing natural hazards, such as the combination of floods, earthquakes, landslides, volcanic eruptions, snow avalanches, and their potential interactions within a territory [
13,
14,
15,
16,
17]. Multi-risk assessment was then developed as a decision-support tool for climate change and urban vulnerability [
14]. A risk assessment discipline was developed in recent years concerning the interaction between natural and technological hazards, so-called Natech, requiring a comprehensive understanding of the interdependencies of human, natural, and technological hazards [
18].
In the mining context, closed mining areas are generally affected by several mining and/or natural hazards. In this context, a multi-hazard assessment should be adopted as a risk assessment method. The available data for the different single hazards should be analyzed, i.e., compared, ranked, and aggregated by experts to identify the potential interactions and the levels of the interactions.
2.2. Advantages and Limitations
Separate hazard/risk management increases the cost and decreases the effectiveness of interventions. Additionally, initial feedback from various European countries has shown that separate hazard management decreases the effectiveness of prevention, as it does not consider the effects of interactions between mechanisms and the effects of hazard–risk interactions. It, therefore, appears increasingly necessary to consider risks using a “global” approach, whereas mine managers and local authorities often manage only single hazards. Interest in multi-risk assessment has increased in the last decades at the global and European levels, especially when it comes to applications and initiatives to assess risks from different natural and anthropogenic hazard events [
13].
For a site exposed to several hazards, multi-hazard analyses, unlike single-hazard analyses, involve considering each hazard as an element potentially interacting with other hazards. The comprehensive and integrative approach of multi-risk analysis, which considers several hazards and their associated vulnerabilities, best represents situations where several hazards coexist and often interact on the same territory/site. However, multi-hazard risk assessment at local and regional scales remains a significant challenge due to the lack of data, causal factors, and interactions between different types of hazards [
19].
In principle, single-hazard approaches assess hazards separately, which implies that the solutions provided for their management do not consider the other phenomena and are sometimes incompatible with them. When the analysis does not consider the interdependencies between the hazards, the assessment presents tools of little relevance to managing complex risks, which is likely to lead to regulatory contradictions. Multi-risk assessment tools can support decision-makers and provide them with information on mitigation measures [
15].
2.3. Multi-Hazard Assessment Tools
Liu et al. [
20] presented a guideline for the multi-hazard assessment of natural and anthropogenic hazards (see
Figure 1). They proposed a three-level framework for multi-risk assessment that considers the possible risk interactions. Liu et al. [
20] propose that the first level corresponds to a flow chart that guides the user in deciding whether a multi-hazard and risk approach is required. The second level is a semi-quantitative approach to determine whether a more detailed, quantitative assessment is needed. The third level of the methodology is a detailed quantitative multi-risk analysis based on Bayesian networks. De Ruiter et al. [
21] present and discuss several catastrophic events that show the different spatial and temporal ranges at which consecutive disasters can occur, ranging from days to months or even years apart. Furthermore, they mentioned that the risk assessment of a single hazard is not adapted for assessing several regional hazards.
The following risk assessment tools were used: the hazard matrix, fault trees [
22]; multi-criteria analysis [
23,
24]; the negotiated choice; the implementation of a multi-scale GIS (Global Information System); and statistical modelling of vulnerability, including temporal variability [
25,
26]. The opinions of different experts are generally used to assess the interaction between hazards, mainly in the lack of data and past comparable case studies. The interconnected network of one hazard affecting another also is suggested to define the different hazard interactions [
9]. The interaction matrix presents the interrelation between n hazards (Hi to Hn); for instance, the source hazard (Hi) can trigger several hazards (H, i to n). The interaction matrix is not asymmetric.
Figure 2 presents an interaction matrix for five hazards. The different levels of hazard interactions can be identified and presented using color codes. The green color means the interaction level is very low and limited, the orange color means that interaction level is moderate, and the red color is very important and has consequences in terms of risk assessment. The fault tree tool helps to identify the interaction between the triggering event (hazard) and the different potential events based on the site conditions and site factors. The fault tree result can help us to understand how systems exposed to multi-hazards can fail.
A full multi-hazard assessment should consider all the possible hazard sources and identify all possible interaction scenarios, including cascading effects [
14]; the cascading effect refers to a hazard which has an impact on several hazards. The interaction between hazards should consider both temporal and spatial scales. The spatial scale refers to the area where the hazard has an impact, and the temporal scale refers to the time scale during which the single hazard acts on the natural environment [
27]. They observed that natural hazards influence a range of spatial areas, from fractions of square kilometers to hundreds of millions of square kilometers (a global scale). The timescale of the interaction ranges from seconds to millennia.
2.4. Hazard Interaction Identification and Methodology
The assessment of the physical interactions is based on the qualification of the hazard intensity (high level, average level, low level) in the study area. In the case where the study area is exposed to multi-hazards, three physical interactions should be verified:
Coupled or combined dependent hazards. The area has several hazards with the same triggering factors and initiating events. Their consequences are cumulative in the same study area. In this case, one hazard can trigger one or more hazards; there is a direct causal link between one and several hazards occurring consecutively in a territory.
Sequential dependent hazards (at the same time). The hazard modifies the conditions of one or more hazards. When one hazard occurs, the conditions for a second hazard may be met, the area becomes vulnerable, or the probability of occurrence is high. The second hazard is entirely or partially dependent on the first.
Dependent hazards (shifted in time). The occurrence of a first hazard triggers, amplifies, or modifies the second. This is a chain reaction of several hazards. The dependent hazards can lead to a domino or cascade effect. Domino effects extend the diffusion of consequences in space and time beyond the scale of individual hazards.
3. Multi-Hazard Assessment in a Mining Area
3.1. Objectives
In the mining context, the risk and hazard assessment studies have focused on the detailed examination of a single hazard phenomenon [
28,
29,
30,
31,
32]. However, closed mining areas are generally not affected by a single mining or natural hazard, but two or more can act at the same time or consecutively [
11,
23,
33,
34,
35]. In this context, assessing a single hazard can be unmanageable when multiple hazards must be considered. However, in a post-mining context, a multi-hazard approach is not apparent: the available data for the different single hazards may refer to different spatial scales; comparisons, rankings, and aggregations can be difficult; different specialized entities and experts need to collaborate.
The objective of this paper is to develop a management methodology to deal with global and multi-hazards related to closed coal mines instead of dealing with each hazard separately. The overall objective is to improve the methodological knowledge for the practical realization of multi-hazard analyses about the main types of post-mining hazards at the scale of a mining basin. The work aims to test and adapt the developed methodology by considering the risks affecting the mining area.
3.2. Hazard Categories in a Mining Area
The main hazards that may occur in target areas marked by the presence of former mining operations are grouped into three prominent families for which the assessment methods are different: mining hazards (M), natural hazards (N), and technological hazards (T). The natural hazards are related to the environment, such as flood, wildfire, etc. The technology hazards are related to industrial activities such as industrial pollution, toxic wastes, dam failures, etc.
Table 1 presents a summary of the different hazards that can be identified in a closed mining site [
36]. The different hazards can interact with each other and lead to a higher hazard level. In closed mine areas, mining hazards can interact with other mining hazards and with both natural and technological hazards. Possible interactions between hazards are based on the following:
Their nature (triggering or aggravating);
Their category (physical or regulatory);
Their typology (dependent or independent).
The advantages of multi-hazard/multi-hazard analysis around closed mines are as follows:
More careful consideration of the interactions between mining, natural, and technological hazards.
A better assessment of the intensity of the hazards around closed mines, particularly the scenarios related to their interactions.
Better consideration of the vulnerabilities of a territory exposed to several hazards.
A global and integrated view of the risk, which leads to better preservation of the general interests identified around closed mines.
An improvement in the resilience capacity and sustainability of the territories.
The methodology of the multi-hazard assessment is divided into three main steps:
The first step describes the three significant hazard families: mining, natural, and technological. For the considered site, the single hazards should be identified based on the characteristic of the hazards and the related external factors. For instance, the sinkhole hazard depends on the depth, the dimensions of the underground cavity, and the strength of the upper layer. The external factors for the sinkhole hazard are the flooding, the traffic, the aging, etc.
The second step treats the potential interaction based on the common factors of the hazards and conditions of the occurrences of the hazards. This step includes the following:
- ○
Description of the possible interactions, as it is developed and made according to their character (trigger or aggravating), their category (technical or regulatory), and their typology (dependent or independent). The interactions between hazards are based on their nature (triggering or aggravating), their category (physical or regulatory), and their typology (dependent or independent);
- ○
Visualization of the potential interaction using the matrix interaction tool and/or the diagram tool.
The third step is focused on the identification of the level of interactions between hazards. The level of the interaction is based on the intensity of the single hazards and the level of the interaction.
More concretely, for a mining site, the following questions should be answered by the experts in charge of the study to identify the potential interactions between the different hazards.
Interaction conditions: are there specific conditions to be fulfilled? What are these conditions? How to evaluate their likelihood? Is the interaction systematic?
Intensity: to what extent should a specific source phenomenon modify the target phenomenon’s intensity? What are the parameters that explain target phenomenon intensity?
Probability of occurrence: which parameters should modify the target probability of the occurrence of the phenomenon?
Temporality: will the source and target phenomena coincide, or is there a buffer time between their occurrences? What are the parameters influencing the buffer time?
3.3. Mining Hazards (M)
Various mining hazards can occur in closed mine areas [
6,
28,
29,
30,
31,
37,
38,
39,
40]. The hazards likely to develop in the case of former mining operations are generally gathered into six groups: ground movements; combustion and fire in mine deposits and dumps; hydrological and hydrogeological disturbances of mining origin; gas emissions related to mining; endogenous radioactivity of the environment; and environmental pollution, which may impact water, soil, and air.
Table 1 lists hazardous phenomena, the scientific disciplines covered, and their consequences. In total, we listed 18 mining hazards; additional mining hazards can be added depending on the local mining conditions.
Ground movements: different ground movements can occur in the former mine site.
Localized collapse (sinkhole, SIN): sudden movement due to the presence of exploited areas at shallow depths (<50 m). The localized collapse is manifested by a sudden sinking of several meters in a relatively limited area (dimensions ranging from one meter to a few tens of meters). This phenomenon can also be linked to the presence of old mining shafts.
Subsidence (SUB): subsidence is a ground movement linked to the presence of large exploitation areas [
41], often at greater depths (from a few dozen of meters to several hundred meters). It manifests in the overburden’s gradual consolidation and compaction, and the formation of a flexible and continuous subsidence basin. The subsidence is caused by the collapse of old mining operations, especially mines using closed rooms and pillar methods.
Settlement (SET): settlements are smaller movements linked to the decompaction of materials at low depths (backfilled or collapsed galleries, for example) or to mining deposits (heaps, slurry ponds).
Landslides (LSG): are generally encountered on deposit structures (slag heaps, slurry ponds) or open cast mines. Slope instability can be manifested by slow or very rapid movements leading to the displacement of materials. Shallow landslides involve the movement of a small amount of material (gullying, for example), whereas deep landslides involve the most significant volumes. Movements of open-cast mining faces may occur during, or a long time after, the work has stopped; gullying is linked to runoff, landslides, boulder falls, and mass collapses. Different kinds of mass movements can be considered in mining hazard analysis, i.e., mudflows hazard (MUF), erosion (ERO), and rockfalls (RFA).
Combustion and fire in mine deposits and dumps (COM): this hazard is mainly linked to the heating of land on mine dumps, coal, and lignite mines. The heating is a phenomenon linked to the combustion of coal residues contained in certain waste rock deposits. Very high temperatures (several hundred degrees) can be reached. Combustion hazards can trigger other hazards; for example, the heating of the coal veins can lead to land collapses and surface subsidence.
Water hazard hydrological and hydrogeological disturbances/Flooding (FLO): the mine closure is accompanied by a rise in the water table, which gradually returns to its natural level, partially or completely filling the reservoirs and voids created by mining, and joining the surface hydrographic network or the topographical depressions which the mining may have created. These hydrological and hydrogeological disturbances may be detrimental to land or subsoil use. Associated mining hazards include the modification of emergencies, flooding of topographic low points or particular points of the basin, modification of a watercourse regime, and severe floods such as the failure of the bottom surface structures.
Gas hazards (GAZ): the extraction of underground mines contributed to creating a reservoir that can fill with gas being released from the exploited rock or further away. This gas is a mixture of multiple components with varying contents. Mine gas may be directed toward the surface through natural drains (faults, fractures, cracks, and others) or artificial drains (shafts, galleries, and others) through various mechanisms. Mining may have also generated new drains (cracks, crevices) that link underground gas-emitting formations with the surface. These gas emissions are potentially dangerous. Furthermore, the natural gases in the surrounding rock mass can sometimes move more freely due to the destruction caused by mining. High emissions of the radioactive gas radon are sometimes observed, concerning the nature of the rock mass surrounding the mine.
Pollution of water, air and soil (POL): water seeps into flooded mining lands and is loaded with various chemical compounds. They can potentially pollute groundwater and water sources. One of the causes of post-mining pollution and nuisance is the interaction between mining operations and water flows, which can lead to soil, surface water, and groundwater contamination. Surface conditions (air, precipitation) can influence the discharge of substances into the environment, which is potentially harmful or dangerous to people and ecosystems.
3.4. Natural Hazards (N)
Natural hazards harm humans and are caused by extraneous forces [
27]. They have been mapped at all territorial scales. At the scale of the territory, such as around closed mines, natural hazards evolve due to anthropogenic factors and the impact of climate change. The natural phenomena can be described based on the occurrence and impact.
Table 1 summarizes the main natural hazards that can be identified in closed mine sites [
36].
Ground movements refer to any more or less brutal movement of the soil, or the subsoil, or of rocks destabilized under the effect of natural stresses (snowmelt, abnormal rainfall, seismic shocks, erosion at the foot of the slope, and others) or anthropogenic stresses (earthworks, vibration, deforestation, mining and quarrying, and others). Ground movements can be grouped into five categories:
The collapse of natural caverns or shallow anthropogenic undergrounds;
Landslide, corresponding to the mobilization and propagation of rock masses, from rock and boulder falls to mass landslides (up to several million m3);
Landslides correspond to the movement of loose or rocky terrain along a fracture surface mainly due to high water saturation of the soil, and they also include mudslides;
Progress of a coastal dune front inland;
Differential settlements or shrinkage and clay swelling.
The seismicity hazard is associated with potential earthquakes in an area, and wildfire hazard refers to a large and destructive fire that spreads quickly through woodlands or bush.
A flooding hazard includes several types of flooding (lowland flooding, torrential flooding, marine submersion, rising groundwater, and others). The drought and shrinkage/swelling of clay soils can be linked. The drought hazard can also be linked to hydrological and hydrogeological disturbance. Atmospheric hazards include a variety of wind-related hazards: cyclones and hurricanes, storms and squalls, waterspouts, lightning, hail, snow, freezing rain, and forest fires.
3.5. Technological Hazards (T)
A technological hazard [
8,
36] is a hazard arising from technological or industrial conditions, including accidents, dangerous procedures, infrastructure failures, or specific human activities, that may cause a loss of life, injury, illness or other health effects, property damage, loss of livelihoods and services, social and economic disruption, or environmental damage. Technological hazards may include industrial pollution, nuclear radiation, toxic wastes, dam failures, transportation accidents, factory explosions, fires, and chemical spills. Technological hazards also may arise directly from the impacts of a natural hazard or other incident or event.
3.6. Mining Hazards Interactions
In a former, now closed, mining area, several mining hazards can be identified and may potentially interact [
41,
42,
43,
44]. Based on the methodology described in 2.4 and the expert opinions, the interactions between mining hazards and natural hazards are identified. The three steps (identification of a single hazards, identification of the potential interaction, and the finally the assessment of the level and type of the interaction) should be followed. In mining sector contexts, the following configurations can be identified: A triggering mining hazard is a mining hazard which triggers another mining hazard, a natural hazard, or a technological hazard. An aggravating mining hazard or sequential dependent hazard is a mining hazard that increases instantaneously or in a delayed manner, such as a natural or technological hazard.
The following real examples highlight the interaction between mining and natural hazards. For instance, the Aberfan disaster (1966), is an excellent example of the interaction between the heavy rain (natural hazard) that triggered the slope instability of coalmine spoil (mining hazard). The landslide of the spoil happened after three weeks of heavy rain; consequentially, the tip was saturated, and spoil became completely unstable. The consequence of this disaster was that 144 people died, including 112 children, when a colliery spoil tip collapsed and flowed down into the village. More recently, nearly 220 cases of failure of tailing dams have been recorded since the beginning of the 20th century [
45]. The analysis was carried out for failures before 2008, and nearly half of the cases are linked to exceptional climatic events, as was the case in 1936 in Sardinia where a strong flood partially destroyed an old tailings dam [
45]. Azam and Li [
46] highlight that the failures of tailing dams due to exceptional rains have increased from 25% to 40% since 2000. Lecomte et al. [
47] mentioned the case of a shaft (coal mine) located at Tirphil, New Tredegar (England). The collapse of the shaft was reported in November 2010. Due to water ingress from the culvert, the collapse grew, and the following morning it was approximately 10 m in diameter, 15 m deep, and filled with water to approximately 4 m from road level. The shaft is connected to the water drainage of the site and that was considered as the main cause of the shaft collapse.
Based on the feedback analysis, the following cases of interaction are identified for a mining hazard as a trigger to another mining/natural/technology hazard(s):
A collapse of the underground mine (e.g., galleries) induces subsidence on the surface, which can cause a modification of the slopes of the water anthropic networks and, therefore, frequent flooding;
A rising mine gas can be flammable or toxic and can cause health and environmental consequences;
A massive and uncontrolled inflow of fresh water in salt mines or brine into the mines operated by the room and pillar can induce the collapse of a salt cavern created by dissolution, which can consequently cause ground movement [
41];
A mine flooding can trigger or worsen the sinkhole-type terrain movement hazard. For example, an upwelling of underground water contributes to the flooding of mining voids which can cause land uplifts or lead to surface flooding, sloughing, or progressive subsidence.
The following cases of interaction are identified as a natural hazard, as a triggering hazard, and the mining hazard is identified as an aggravating hazard:
A drought hazard may be related to hydrological and hydrogeological disturbances in mining reservoirs, and thus modifies the gas flow to the surface. Additionally, intensive or inadequate use of available water may influence groundwater levels, which consequently causes ground movements on the surface in closed mines. The decline in mining water reservoirs causes the swelling, and the shrinkage of clay soils may also be linked;
A runoff hazard can interact with a ground movement hazard: surface water runoff weakens land strength and promotes land failure by causing land collapses or settlements above old mining operations or deposits. The heavy rains can cause mine collapses, especially for works located at shallow depths;
Surface flooding is likely to cause ground movements, particularly subsidence, the settlement of mining lands, or even mining collapses;
Long-lasting rains and violent thunderstorms can be the origin of a significant flood or a slow rise in the water tables, which can cause river overflows, which are spread by the runoff hazard in urbanized areas;
Wildfires in closed wooded open-cast mines: these fires cause land movements, falling blocks, and mud flows (sudden soil erosion in the event of precipitation and others);
Earthquakes, cyclones, or torrential downpours can destabilize the slopes, which in turn cause landslides (mines and slag heaps). Earthquakes can, but much more rarely, cause the collapse of shallow mines operated by abandoned rooms and pillars [
33,
35]. The slope instability of an open-pit mine can be triggered by an earthquake where the focal distance is at a distance equal to or less than 100 km and a magnitude greater than 6.0 [
35].
The following cases of interaction identified the technological hazard as a trigger hazard and the mining hazard as an aggravating hazard. Herein are some examples of where specific technological hazards can interact with the mining hazards:
The failure of specific structures such as dams and sewerage or drinking water networks can directly trigger the flooding of closed mines and cause widespread or localized collapses;
The rupture of exceptional bridges/works can cause surface movements of land on the flanks/fronts of open-sky mines and cause underground disorders;
Intensive agriculture, such as large cereal farms, causes soil erosion, which can lead to the mechanical instability of the soil, such as flow, and a landslide of underground mining works;
An explosion of an industrial site can cause ground movements and pollute the soil and groundwater;
Boreholes can bring water into contact with the anhydrite layer, causing ground movements (swelling of the anhydrite) and then transforming into gypsum;
Urbanization as a technological hazard can cause localized collapse hazards.
To illustrate the complexity and multiple interaction possibilities,
Figure 3 presents the local collapse hazard (sinkhole, SIN) interaction with mining hazards, natural hazards, and technology hazards. The local collapse (sinkhole, SIN) hazard can interact with four mining hazards (subsidence, SUB; settlement SET; landslide, LSG), four natural hazards (subsidence, SUB; sinkhole, SIN; natural seismicity, NSI; flooding, FLO), and one technological hazard (flooding, discharge of water bodies, RME). The sinkhole depends on external factors such as the ageing of rock mass (AGE), the traffic (TRA), and the overload of backfill material or others (OVE). The seismicity (NSI), flooding (FLO), overload, dam collapse, and other hazards can increase and aggravate the sinkhole hazard level directly or indirectly due to the ageing phenomenon, which decreases the strength of the geomaterial. Thus, assessing the potential interactions requires significant effort in order to collect the different information. This illustration of the interaction can be built for all the mining hazards listed in
Table 1.
3.7. Multi-Hazard Matrix Interaction of Mine Hazards
An example of the interaction matrix of mine hazards (see
Table 1) is built, and the judgement of the level of the interaction is based on the predisposition factors and the intensity level. Experts worked together to suggest interaction levels between mining hazards. The mining hazard is qualified according to its intensity and the predisposition of the site studied [
44]. Three intensity classes are considered (limited, moderate, and high) and three predisposition classes (not very sensitive, sensitive, and very sensitive). They allow the hazards to be assessed by prioritizing the damage or potential nuisances according to the nature of the phenomena, or by analyzing the possibility of the appearance or manifestation on the surface of a phenomenon. The interaction level between hazards is estimated from the factors determining their intensity on the one hand, and their probability of occurrence on the other. For anthropogenic or natural geotechnical phenomena that are not repetitive, the probability of occurrence is replaced by the predisposition of the site to the occurrence of the phenomenon. Thus, the interactions between the identified hazards were hierarchized into three levels compared to a method described in the methodological guide for developing mining risk prevention plans: high, medium/moderate, and low.
Figure 4 shows a tentative view of interactions that phenomena in the first column (source phenomenon) may have on phenomena in the first row (target phenomenon). Thanks to the interaction matrix, one can identify the role and the interaction between the flooding hazard (FLO) and the other mining hazards. The interaction between the flooding hazard (FLO) and the sinkhole hazard (SIN) is high level.
4. Application of the Methodology to a Case Study
The case study concerns a closed coal mine (France). Near the surface, in addition to the mine, there is an underground limestone mine. The risk assessment studies carried out after the shutdown of the mining activities identified several hazards; they can be grouped as follows:
Mining hazards (6): ground movements (subsidence, sinkhole, and landslide), self-heating, and induced seismicity;
Natural hazards: ground movements (sinkhole, settlement), wildfire, flooding, natural seismicity;
Technological hazards: transport of dangerous goods.
Table 2 presents the different identified hazards (mining and natural hazards) and their intensity level. The mining hazards (6) are mainly low to medium level, while the natural hazards (5) are classified as medium to very severe.
The interaction matrix was built based on the assessment of the factor of each hazard (
Table 3). Based on the collected information, three types of physical interaction were identified: between two or no more natural hazards, between two hazards or more natural and “natural or man-made cavities outside mines” hazards, and between two hazards or more natural and underground or open-pit hazards. For each interaction, the following observations can be summarized.
The flooding hazard (FLO), due to the natural flooding (e.g., heavy rain), can trigger several mining hazards: subsidence (SUB), settlement (SET), landslide (LSG), and sinkhole (SIN). The flooding and the water fluctuation can increase the ground movement intensity or level, decrease the strength parameters, and mobilize the faults and discontinuity displacement. Both the natural seismicity (NSI) and the flooding hazard (FLO) can increase the ground movement (SIN, SUB, and LSG) hazard occurrence and level in the mining area. Natural seismicity (NSI) and flooding (FLO) hazards can coincide in the same area where shallow cavities (limestone mines) and coalmines exist, and they are characterized by a high to medium level of a ground movement hazard (sinkhole). In this case study, the multi-hazard analysis increases the initial level of mining hazards. Furthermore, the occurrences of the natural hazards (flooding, natural seismicity, and collapse of the limestone mines) and the mining hazards (flooding and the collapse of the coal mine galleries, subsidence) correspond to a cascade scenario. The likelihood of a cascade scenario is relatively low, but it is undoubtedly zero.
Figure 5 presents the potential interactions where eight hazards can interact if they coincide in the same place. The flooding hazard can create a cascading effect. For instance, natural seismicity can trigger the flooding and landslide of dumps. One can notice that the flooding (FLO) of the closed coal mine has a high interaction level. On the other hand, the wildfire (FFI) has very limited interaction with the flooding (FLO). However, this conclusion should be analyzed carefully based on the single hazard maps to identify the location of the interaction.
5. Conclusions
Post-mine activities can present different potential hazards. The work presented in this paper is devoted to the analysis of the natural and man-made hazards to develop a comprehensive methodology for assessing the risk in post-mining areas. The paper presents the analysis of multi-hazard interactions and their assessment in closed mines to review the consideration of physical interactions between various hazards. The paper presents first the different natural, mining, and technology hazards that can be identified in a mining site. Then, it proposes a methodology considering the interactions between hazards around closed mines. After recalling the advantages of this multi-hazard analysis, the work consisted, on the one hand, of describing in an almost exhaustive manner the three prominent families of hazards: mining, natural, and technological. Then, the possible interactions between hazards were described according to their character (trigger or aggravating), their category (technical or regulatory), and their typology (dependent or independent). Finally, an attempt to assess the type and intensity of interactions between hazards has been proposed. This assessment focuses on analyzing possible interactions between hazards (mining, natural, and technological), possible combinations of several hazards, or the chain or domino effects. Two tools were presented: the matrix of interaction and the interaction diagram. The two tools are complementary. The results highlight the importance of considering the hazard interactions based on the analysis of each single hazard and the feedback from experts and real case studies. The multi-hazard assessment methodology was applied to coalmines and showed the complexity and the utility of carrying out such a risk assessment analysis, improving the risk management in closed mine areas where other hazards can occur.
The multi-hazard assessment presents a real advantage for mining regions. However, the policymakers and stakeholders should construct a panel of experts capable of assessing the interactions between the hazards. The potential consequences of assessing each single hazard separately can increase the cost of the mitigation of hazards, and, in specific cases, can create the catastrophic scenario with severe social and economic consequences.
The multi-hazard methodology developed here for post-mining sites, and the knowledge generated, should be improved in the frame of the research projects conducted in the mine and post-mine sectors. In addition, the perspective is to consider the multi-hazard and multi-risk assessment as the main tool for case studies throughout Europe and elsewhere. Another indicator of success is therefore their uptake within wider projects, networks, and dialogues. Of course, this methodology practice must continue to evolve.
Author Contributions
Conceptualization, M.M.A.H. and H.D.; methodology, M.M.A.H., H.D. and C.F.; validation, C.F. and M.D.; data curation, M.M.A.H. and H.D.; writing—M.M.A.H.; writing—review and editing, H.D. and C.F.; visualization, M.M.A.H. and M.D.; supervision, C.F.; project administration, M.M.A.H.; funding acquisition, C.F. All authors have read and agreed to the published version of the manuscript.
Funding
This work has received funding from the European Union’s Research Fund for Coal and Steel (RFCS) under the European project “POMHAZ” grant agreement No 101057326.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
All the data used are presented in the paper.
Acknowledgments
The authors are thankful to an expert from Ineris who contributed to the assessment of the natural and technological hazards.
Conflicts of Interest
The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.
References
- Wirth, P.; Cernic-Mali, B.; Fischer, W. Post-Mining Regions in Central Europe—Problems, Potentials, Possibilities; Oekom, München: Munich, Germany, 2021. [Google Scholar]
- Kivinen, S. Sustainable Post-Mining Land Use: Are Closed Metal Mines Abandoned or Re-Used Space? Sustainability 2017, 9, 1705. [Google Scholar] [CrossRef]
- Parry, D.N.; Chiverrell, C.P. Abandoned Mine Workings Manual, C758D; Construction Industry Research and Information Association: London, UK, 2019; ISBN 978-0-86017-765-4. [Google Scholar]
- Dias, A.P.; Kanellopoulos, K.; Medarac, H.; Kapetaki, Z.; Miranda-Barbosa, E.; Shortall, R.; Czako, V.; Telsnig, T.; Vazquez-Hernandez, C.; Lacal Arántegui, R.; et al. EU Coal Regions: Opportunities and Challenges Ahead; EUR 29292 EN; Publications Office of the European Union: Luxembourg, 2018; ISBN 978-92-79-89884-6. [CrossRef]
- Bell, F.G.; Donnelly, L.J. Mining and its impact on the environment, by F.G. Bell and L.J. Donnelly. Taylor & Francis, London. 547pp. 2006. Hardback 80. Q. J. Eng. Geol. Hydrogeol. 2006, 40, 310–311. [Google Scholar]
- Didier, C.H. Mine Closure and Post-Mining Management. International State of the Art. International Commission on Mine Closure. ISRM. 2008. Available online: https://www.researchgate.net/publication/267098161_MINE_CLOSURE_AND_POST-MINING_MANAGEMENT_INTERNATIONAL_STATE-OF-THE-ART_INTERNATIONAL_COMMISSION_ON_MINE_CLOSURE_INTERNATIONAL_SOCIETY_FOR_ROCK_MECHANICS (accessed on 19 April 2023).
- Delmonaco, G.; Margottini, C.; Spizzichino, D. Report on a New Methodology for Multi-Risk Assessment and the Harmonisation of Different Natural Risk Maps. Deliverable 3.1; ARMONIA: Rome, Italy, 2006. [Google Scholar]
- European Commission. Commission Staff Working Paper: Risk Assessment and Mapping Guidelines for Disaster Management. Brussels: European Commission. 2010. Available online: https://ec.europa.eu/echo/files/about/COMM_PDF_SEC_2010_1626_F_staff_working_document_en.pdf (accessed on 19 April 2023).
- Budimir, M.; Atkinson, P.; Lewis, H. Earthquake-and-landslide events are associated with more fatalities than earthquakes alone. Nat. Hazards 2014, 72, 895–914. [Google Scholar] [CrossRef]
- Pavloudakis, F.; Galetakis, M.; Roumpos, C. A spatial decision support system for the optimal environmental reclamation of open-pit coal mines in Greece. Int. J. Min. Reclam. Environ. 2009, 23, 291–303. [Google Scholar] [CrossRef]
- Mavrommatis, A.; Damigos, D.; Mirasgedis, S. Towards a comprehensive framework for climate change multi-risk assessment in the mining industry. Infrastructures 2019, 4, 38. [Google Scholar] [CrossRef]
- Sigtryggsdottir, F.G.; Snæbjornsson, J.T.H.; Grande, L. Methodology for geohazard assessment for hydropower projects. Nat. Hazards 2015, 79, 1299–1331. [Google Scholar] [CrossRef]
- Gallina, V.; Torresan, S.; Critto, A.; Sperotto, A.; Glade, T.; Marcomini, A. A review of multi-risk methodologies for natural hazards: Consequences and challenges for a climate change impact assessment. J. Environ. Manag. 2016, 168, 123–132. [Google Scholar] [CrossRef]
- Garcia-Aristizabal, A.; Gasparini, P.; Uhinga, G. Multi-risk Assessment as a Tool for Decision-making. In Urban Vulnerability and Climate Change in Africa; Springer: Berlin/Heidelberg, Germany, 2015; Volume 4, pp. 229–258. [Google Scholar] [CrossRef]
- Komendantova, N.; Mrzyglocki, R.; Mignan, A.; Khazai, B.; Wenzel, F.; Patt, A.; Fleming, K. Multi-hazard and multi-risk decision-support tools as part of participatory risk governance: Feedback from civil protection stakeholders. Int. J. Disaster Risk Reduct. 2014, 8, 50–67. [Google Scholar] [CrossRef]
- Kappes, M.S.; Keiler, M.; von Elverfeldt, K.; Glade, T. Challenges of analysing multi-hazard risk: A review. Nat. Hazards 2012, 64, 1925–1958. [Google Scholar] [CrossRef]
- Garcin, M.; Desprats, J.F.; Fontaine, M.; Pedreros, R.; Attanayake, N.; Fernando, S.; Siriwardana, C.H.E.R.; De Silva, U.; Poisson, B. Integrated approach for coastal hazards and risks in Sri Lanka. Nat. Hazards Earth Syst. Sci. 2008, 8, 577–586. [Google Scholar] [CrossRef]
- Krausmann, E.; Cruz, A.; Salzano, E. NaTech Risk Assessment and Management: Reducing the Risk of Natural-Hazard Impact on Hazardous Installations, 1st ed.; Elsevier: Amsterdam, The Netherlands, 2016; 268p. [Google Scholar]
- Touili, N. La gestion des risques multiples en zones urbaines: Un modèle intégré d’analyses multirisques pour une résilience générale. In ISTE Open Science; ISTE Ltd.: London, UK, 2018. [Google Scholar]
- Liu, Z.; Nadim, F.; Garcia-Aristizabal, A.; Mignan, A.; Fleming, K.; Luna, B.Q. A three-level framework for multi-risk assessment. Georisk Assess. Manag. Risk Eng. Syst. Geohazards 2015, 9, 59–74. [Google Scholar] [CrossRef]
- de Ruiter, M.C.; Couasnon, A.; van den Homberg, M.J.C.; Daniell, J.E.; Gill, J.C.; Ward, P.H.J. Why We Can No Longer Ignore Consecutive Disasters. Earth’s Future 2019, 8, e2019EF001425. [Google Scholar] [CrossRef]
- Eshrati, L.; Mahmoudzadeh, A.; Taghvaei, M. Multi hazards risk assessment, a new methodology. Int. J. Health Disaster Manag. 2015, 3, 79–88. [Google Scholar]
- Merad, M.; Verdel, T.; Roy, B.; Kouniali, S. Use of Multi-Criteria Decision-Aids for Risk Zoning and Management of Large Area Subjected to Mining-Induced Hazards. Tunn. Undergr. Space Technol. 2004, 19, 125–138. [Google Scholar] [CrossRef]
- Mladineo, M.; Mladineo, N.; Jajac, N. Project management in mine actions using a Multi-Criteria-Analysis-based decision support system. Croat. Operat. Res. Rev. 2014, 5, 415–425. [Google Scholar] [CrossRef]
- Mancini, F.; Stecchi, F.; Gabbianelli, G. GIS-Based Assessment of Risk due to Salt Mining Activities at Tuzla (Bosnia and Herzegovina). Eng. Geol. 2009, 109, 170–182. [Google Scholar] [CrossRef]
- Skilodimou, H.D.; Bathrellos, G.D.; Chousianitis, K.; Youssef, A.M.; Pradhan, B. Multi-hazard assessment modelling via multi-criteria analysis and GIS: A case study. Environ. Earth Sci. 2019, 78, 47. [Google Scholar] [CrossRef]
- Gill, J.C.; Malamud, B.D. Reviewing and visualising the interactions of natural hazards. Rev. Geophys. 2014, 52, 680–722. [Google Scholar] [CrossRef]
- El Shayeb, Y.; Al Heib, M.; Josien, J.-P. Back analysis for predicting type and size of subsidence hazard over abandoned Lorraine iron mines. In Proceedings of the 32nd International Geological Congress, Florence, Italy, 20–28 August 2004. [Google Scholar]
- Al Heib, M.; Nicolas, M.; Noirel, J.F.; Wojtkowiak, F. Residual subsidence analysis after the end of coal mine work. Example from Lorraine Colliery, France. In Proceedings of the Symposium Post Mining, Nancy, France, 16–18 November 2005. ineris-00972515. [Google Scholar]
- Abdul-Wahed, M.K.; Al Heib, M.; Senfaute, G. Mining-induced seismicity: Seismic measurement using multiplet approach and numerical modelling. Int. J. Coal Geol. 2006, 66, 137–147. [Google Scholar] [CrossRef]
- Morgan, A.J.; Dobson, R. An analysis of water risk in the mining sector. In Water Risk Filter Research Series; WWF Germany: Berlin, Germany; WWF Sweden: Solna, Sweden, 2020; Volume 1. [Google Scholar]
- Zhao, A.; Tang, A. Land subsidence risk assessment and protection in mined-out regions. PIAHS 2015, 372, 145. [Google Scholar] [CrossRef]
- Lenhardt, W.A. The Impact of Earthquakes on Mining Operations. BHM Berg-Hüttenmännische Mon. 2009, 6, 234–239. [Google Scholar] [CrossRef]
- Kim, S.M.; Suh, J.; Oh, S.; Son, J.; Hyun, C.U.; Park, H.D.; Shin, S.H.; Choi, Y. Assessing and prioritising environmental hazards associated with abandoned mines in Gangwon-do, South Korea: The Total Mine Hazards Index. Environ. Earth Sci. 2016, 75, 369. [Google Scholar] [CrossRef]
- Azhari, A.; Ozbay, U. Investigating the effect of earthquakes on open pit mine slopes. Int. J. Rock Mech. Min. Sci. 2017, 100, 218–228. [Google Scholar] [CrossRef]
- Djizanne, H.; Al Heib, M.; Gouzy, A.; Franck, C. Development of post-mining multi-hazard assessment methodology. In Proceedings of the 15th ISRM Congress 2023 & 72nd Geomechanics Colloquium, Salzburg, Austria, 9–14 October 2023. [Google Scholar]
- Bétournay, M.C. Abandoned metal mine stability risk evaluation. Risk Anal. 2009, 29, 1355–1370. [Google Scholar] [CrossRef] [PubMed]
- Mutke, G.; Bukowski, P. Diagnosis of some hazards associated closuring of mines In Upper Silesia Coal Basin—Poland. In Proceedings of the 11th International Multidisciplinary Scientific Geoconference SGEM: Modern Management of Mine Producing, Geology and Environmental Protection, Albena, Bulgaria, 20–25 June 2011; Volume 1, pp. 429–436. [Google Scholar]
- Lagny, C.; Salmon, R.; Pokryszka, Z.; Lafortune, S. Impact of mine closure and access facilities on gas emissions from old mine workings to surface: Examples of French iron and coal Lorraine basins. In Proceedings of the International Conference on Shaft Design and Construction (SDC 2012), London, UK, 26 April 2012. [Google Scholar]
- Spanidis, P.-M.; Roumpos, C.; Pavloudakis, F. A Methodology for Natural Hazards Risk Management in Continuous Surface Lignite Mines. In Proceedings of the 2nd International Conference on Natural Hazards & Infrastructure (ICONHIC), Chania, Greece, 23–26 June 2019. [Google Scholar]
- Zeng, B.; Shi, T.; Chen, Z.; Xiang, L.; Xiang, S.; Yang, M. Mechanism of groundwater inrush hazard caused by solution mining in a multilayered rock-salt-mining area: A case study in Tongbai, China. Nat. Hazards Earth Syst. Sci. 2018, 18, 79–90. [Google Scholar] [CrossRef]
- Lazar, M.; Nyari, I.M.; Faur, F. Methodology for assessing the environmental risk due to mining waste dumps sliding—A case study of Jiu Valley. Carpathian J. Earth Environ. Sci. 2015, 10, 223–234. [Google Scholar]
- John, A. Monitoring of Ground Movements Due to Mine Water Rise Using Satellite-Based Radar Interferometry—A Comprehensive Case Study for Low Movement Rates in the German Mining Area Lugau/Oelsnitz. Mining 2021, 1, 35–58. [Google Scholar] [CrossRef]
- Salmon, R.; Franck, C.; Lombard, T.H.; Hadadou, R. Post-Mining Risk Management in France. 2019. Ineris—DRS-19-178745-02406A. Available online: https://www.ineris.fr/fr/post-mining-risk-management-france (accessed on 19 April 2023).
- Franck, C. Mouvement de terrain de type coulée lié aux ruptures de barrages de résidus miniers: Retour d’expérience et évaluation du phénomène. 2020; Rapport Ineris—178736–1971292. [Google Scholar]
- Azam, S.; Li, Q. Tailings Dam Failures: A Review of the Last One Hundred Years. Geotech. News 2010, 28, 50–53. [Google Scholar]
- Lecomte, A.; Salmon, R.; Yang, W.; Marshall, A.; Purvis, M.; Prusek, S.; Bock, S.; Gajda, L.; Dziura, J.; Niharra, A.M. Case studies and analysis of mine shafts incidents in Europe. In Proceedings of the 3rd International Conference on Shaft Design and Construction, London, UK, 24–26 April 2012. [Google Scholar]
| Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).