Article

Analyzing Spatial Drivers in Quantitative Conflict Studies: The Potential and Challenges of Geographic Information Systems

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Abstract

The objective of this literature review is to understand where Graphical Information Systems (GIS) can be useful to address security issues and how it has been used until now. While the geographic drivers of territorial conflicts have been extensively described by a number of political studies, the quantitative analysis of these drivers is quite new. This study traces an evolution from conceptual research to quantitative development. It then discusses the advantages and challenges of applying new geographic techniques to analyze spatial drivers of conflict. We identify the main spatial components in conflict and security, the existing types of information/data and the quantitative methods used. We describe the spatial component of security by looking at: (i) the main sociopolitical concepts linked to territory, (ii) the kind of geographic concepts linked to territory, (iii) measures used to describe such geographic concepts; and (iv) the issues raised in any attempt to integrate geographic concepts into a GIS. We conclude that GIS tools can be useful in the analysis of civil disputes, particularly where subnational level data exists. This paper shows that spatial processing tools in GIS allow us to represent some spatial components and to address new issues such as the fuzzy complexity of border permeability.

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... Analogous to social network analysis that enhances conflict studies by integrating network dynamics, geographic information systems (GIS) offer techniques for refining these studies through the incorporation of spatial data into the analysis (Branch, 2016). Although spatial relationships have often been analyzed in a general way in qualitative conflict research, the recent advances in computing power and the increasing availability of disaggregated and high-resolution spatial data have enabled more sophisticated and quantitative studies (Stephenne et al., 2009;Gleditsch and Weidmann, 2012). Despite these advances, introducing the spatial dimension to conflict research still poses several challenges: Practical, because of the lack of high quality open-source GIS software tools and the lack of educational training in spatial methods and programming; Theoretical, related to different aspects of the definition of "space," such as choosing spatial units and the appropriate resolution for analysis, as well as the right measure of distance; and Statistical, because of the dependent nature of spatial units of analysis and their interaction with time ( Stephenne et al., 2009;Gleditsch and Weidmann, 2012). ...
... Although spatial relationships have often been analyzed in a general way in qualitative conflict research, the recent advances in computing power and the increasing availability of disaggregated and high-resolution spatial data have enabled more sophisticated and quantitative studies (Stephenne et al., 2009;Gleditsch and Weidmann, 2012). Despite these advances, introducing the spatial dimension to conflict research still poses several challenges: Practical, because of the lack of high quality open-source GIS software tools and the lack of educational training in spatial methods and programming; Theoretical, related to different aspects of the definition of "space," such as choosing spatial units and the appropriate resolution for analysis, as well as the right measure of distance; and Statistical, because of the dependent nature of spatial units of analysis and their interaction with time ( Stephenne et al., 2009;Gleditsch and Weidmann, 2012). ...
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This open access book brings together a set of original studies that use cutting-edge computational methods to investigate conflict at various geographic scales and degrees of intensity and violence. Methodologically, this book covers a variety of computational approaches from text mining and machine learning to agent-based modelling and social network analysis. Empirical cases range from migration policy framing in North America and street protests in Iran to violence against civilians in Congo and food riots world-wide. Supplementary materials in the book include a comprehensive list of the datasets on conflict and dissent, as well as resources to online repositories where the annotated code and data of individual chapters can be found and where (agent-based) models can be re-produced and altered. These materials are a valuable resource for those wishing to retrace and learn from the analyses described in this volume and adapt and apply them to their own research interests. By bringing together novel research through an international team of scholars from a range of disciplines, Computational Conflict Research pioneers and maps this emerging field. The book will appeal to students, scholars, and anyone interested in the prospects of using computational social sciences to advance our understanding of conflict dynamics.
... Analogous to social network analysis that enhances conflict studies by integrating network dynamics, geographic information systems (GIS) offer techniques for refining these studies through the incorporation of spatial data into the analysis (Branch, 2016). Although spatial relationships have often been analyzed in a general way in qualitative conflict research, the recent advances in computing power and the increasing availability of disaggregated and high-resolution spatial data have enabled more sophisticated and quantitative studies (Stephenne et al., 2009;Gleditsch and Weidmann, 2012). Despite these advances, introducing the spatial dimension to conflict research still poses several challenges: Practical, because of the lack of high quality open-source GIS software tools and the lack of educational training in spatial methods and programming; Theoretical, related to different aspects of the definition of "space," such as choosing spatial units and the appropriate resolution for analysis, as well as the right measure of distance; and Statistical, because of the dependent nature of spatial units of analysis and their interaction with time (Stephenne et al., 2009;Gleditsch and Weidmann, 2012). ...
... Although spatial relationships have often been analyzed in a general way in qualitative conflict research, the recent advances in computing power and the increasing availability of disaggregated and high-resolution spatial data have enabled more sophisticated and quantitative studies (Stephenne et al., 2009;Gleditsch and Weidmann, 2012). Despite these advances, introducing the spatial dimension to conflict research still poses several challenges: Practical, because of the lack of high quality open-source GIS software tools and the lack of educational training in spatial methods and programming; Theoretical, related to different aspects of the definition of "space," such as choosing spatial units and the appropriate resolution for analysis, as well as the right measure of distance; and Statistical, because of the dependent nature of spatial units of analysis and their interaction with time (Stephenne et al., 2009;Gleditsch and Weidmann, 2012). ...
Chapter
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Conflict, from small-scale verbal disputes to large-scale violent war between nations, is one of the most fundamental elements of social life and a central topic in social science research. The main argument of this book is that computational approaches have enormous potential to advance conflict research, e.g., by making use of the ever-growing computer processing power to model complex conflict dynamics, by drawing on innovative methods from simulation to machine learning, and by building on vast quantities of conflict-related data that emerge at unprecedented scale in the digital age. Our goal is (a) to demonstrate how such computational approaches can be used to improve our understanding of conflict at any scale and (b) to call for the consolidation of computational conflict research as a unified field of research that collectively aims to gather such insights. We first give an overview of how various computational approaches have already impacted on conflict research and then guide through the different chapters that form part of this book. Finally, we propose to map the field of computational conflict research by positioning studies in a two-dimensional space depending on the intensity of the analyzed conflict and the chosen computational approach.
... Spatial relations also play an important role in shaping the behavior of subnational actors. In the literature on civil conflict, interactions among actors like insurgent organizations, local governments, and civilian are critically shaped by their geographic territory, strongholds, and the hot-spots of conflict zones (Stephenne et al., 2009). ...
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... Współcześnie naukowcy dokonują prób zmierzenia m.in. podobieństw w polityce zagranicznej państw (Signorino, Ritter 1999) albo czynników konfliktogennych do zastosowania w Systemach Informacji Geograficznej (Stephenne, Burnley, Ehrich 2009). Wydaje się, że metody ilościowe w szeroko rozumianej politologii i badaniach geopolitycznych od pewnego czasu zyskują na znaczeniu, a przynajmniej cieszą się stałym poziomem popularności. ...
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Niniejszy artykuł stanowi przyczynek do tytułowego problemu, dotychczas niepodjętego przez badaczy geopolityki. W tekście zawarto rozważania nawiązujące do dwóch pytań: dlaczego warto podjąć tytu-łowy problem? oraz: jakie mogą być ścieżki metodologiczne w tego typu badaniach? W artykule zasygnalizowano problem badawczy, przedstawiono niektóre sugerowane drogi jego rozwiązania, jednakże bez ambicji sformułowania konkluzji ostatecznych; celem jest raczej zachęta do dalszej debaty naukowej w tej dziedzinie.
... Within security and conflict research attention is increasingly being paid to space and the spatial analysis of parameters, which play crucial roles either for the onset of violence or in the course of violent conflicts as well as in post conflict situations (c.f. [ Stephenne et al. 2009 ;Kobayashi 2012 ;Chojnacki and Engels 2013 ]). By linking space and conflict both theoretically and empirically, peace and conflict scholars aim to achieve a better understanding of conflict dynamics and to provide policy makers with tools to, at best, prevent or, at least, better manage violent conflicts. ...
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Geographic Information Systems (GIS) continue to gain important recognition from disaster practitioners and academic researchers during what is arguably the most publicly visible disaster management phase – disaster response. The broader world of GIS academic research and industry practice for disaster response continues to change. This review article inventories the current state-of-the-art in GIS for disaster response and demonstrates progress in the data and people aspects of GIS for disaster response since previous literature reviews. The review is structured to serve as a metaphorical bridge between two reader groups – disaster management practitioners interested in understanding developing trends in GIS for disaster response and academic researchers with minimal to no understanding of GIS and/or mapping concepts within the disaster response context. With this readership in mind, we outline definitions of GIS, disaster response and the need for GIS in disaster response, review interdisciplinary literature from a variety of spatially-oriented disaster management fields and demonstrate progress in various aspects of GIS for disaster response. The review concludes with a GIS for disaster response research agenda and provides a list of resources for researchers new to GIS and spatial perspectives for disaster management research.
... For a review of spatial drivers in conflict studies, please seeStephenne, Burnley, and Ehrlich (2009). 90 J. YILDIRIM AND N. ÖCAL Downloaded by [Orta Dogu Teknik Universitesi] at 00:00 14 January 2016 ...
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The Earth's human population is expected to pass eight billion by the year 2025, while rapid growth in the global economy will spur ever increasing demands for natural resources. The world will consequently face growing scarcities of such vital renewable resources as cropland, fresh water, and forests. Thomas Homer-Dixon argues in this sobering book that these environmental scarcities will have profound social consequences--contributing to insurrections, ethnic clashes, urban unrest, and other forms of civil violence, especially in the developing world. Homer-Dixon synthesizes work from a wide range of international research projects to develop a detailed model of the sources of environmental scarcity. He refers to water shortages in China, population growth in sub-Saharan Africa, and land distribution in Mexico, for example, to show that scarcities stem from the degradation and depletion of renewable resources, the increased demand for these resources, and/or their unequal distribution. He shows that these scarcities can lead to deepened poverty, large-scale migrations, sharpened social cleavages, and weakened institutions. And he describes the kinds of violence that can result from these social effects, arguing that conflicts in Chiapas, Mexico and ongoing turmoil in many African and Asian countries, for instance, are already partly a consequence of scarcity. Homer-Dixon is careful to point out that the effects of environmental scarcity are indirect and act in combination with other social, political, and economic stresses. He also acknowledges that human ingenuity can reduce the likelihood of conflict, particularly in countries with efficient markets, capable states, and an educated populace. But he argues that the violent consequences of scarcity should not be underestimated--especially when about half the world's population depends directly on local renewables for their day-to-day well-being. In the next decades, he writes, growing scarcities will affect billions of people with unprecedented severity and at an unparalleled scale and pace. Clearly written and forcefully argued, this book will become the standard work on the complex relationship between environmental scarcities and human violence.
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territory;human territoriality;social constructs;state territoriality;sovereignty
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Today's imperial ideology proclaims that the United States is the new city on the hill, the capital of an empire dominating the globe. Yet the U.S. global empire, we are nonetheless told, is not an empire of capital; it has nothing to do with economic imperialism as classically defined by Marxists and others. The question then arises: How is this new imperial age conceived by those promoting it? This article can also be found at the Monthly Review website, where most recent articles are published in full. Click here to purchase a PDF version of this article at the Monthly Review website.
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We investigate the causes of civil war, using a new data set of wars during 1960-99. Rebellion may be explained by atypically severe grievances, such as high inequality, a lack of political rights, or ethnic and religious divisions in society. Alternatively, it might be explained by atypical opportunities for building a rebel organization. While it is difficult to find proxies for grievances and opportunities, we find that political and social variables that are most obviously related to grievances have little explanatory power. By contrast, economic variables, which could proxy some grievances but are perhaps more obviously related to the viability of rebellion, provide considerably more explanatory power.
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between the frequency of wars and the size of wars may be derived on the basis of geographical opportunity alone. It is, of course, reasonable to expect geographical opportunity to affect the frequency of wars, since the frequency of wars between neighboring countries is greater than the frequency of wars between countries widely separated geographically. A man is much more likely to quarrel with his next-door neighbor than with someone several houses removed. Interactions of all sorts, both constructive as well as destructive, are more frequent between people in adjacent areas than between those widely separated geographically. If war is more likely betveen neighboring countries, then the frequency of wars experienced by a particular country should correlate with the number of neighbors the country has. Lewis Fry Richardson (1960, p. 176), showed that this was indeed the case. He found that the number of external
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While international borders are important in understanding the “shape” of the international system and are part of those structural characteristics which affect the interaction opportunities of nations, little attention has been paid to their conceptualization, operationalization, and measurement. This paper undertakes four tasks to help fill this gap. The first is to indicate the potentially theoretical role that borders may play in international relations, discussing the relationships between distance/contiguity and interaction opportunities. The second task entails the conceptualization and measurement of international borders. The third task involves using the data derived from this framework to describe the international system in terms of borders for the period 1946‐1965. The fourth task is to indicate the utility of a border data set by addressing questions which have been posed in the international relations literature. Research results are presented for several questions concerning the relationships between borders and war, borders and alliances, and the diffusion of war.
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Richard H. Ullman, Professor of International Affairs at Princeton University's Woodrow Wilson School of Public and International Affairs, spent the 1982-83 academic year as a visiting member of the Institute for Advanced Study. 1. The Leviathan (1651), Part I, Ch. XIII. 2. There is no better place to begin that discussion than Robert Jervis, Perception and Misperception in International Politics (Princeton, N.J.: Princeton University Press, 1976), chapter 3. 3. This is not to say that there are not recriminations following wars or military crises. Indeed, the governments that lead nations when war is thrust upon them—or when they initiate war themselves—are often subject to pillory. It may be alleged that their complacence allowed their nations' defenses to atrophy to a point where their military forces no longer deterred attack. Or they may be accused of recklessness that brought on a needless and expensive war. But while the war is still in prospect, or while it is actually underway, there are too seldom any questions of leaders' abilities to command the requisite resources from their perceptibly threatened countrymen. 4. The same is true, it should be noted, about some "ordinary" foreign threats. In 1975 a majority of Senators and members of Congress did not believe that the presence of Soviet-supported Cuban troops in Angola posed a significant threat to U.S. security, and legislated limits on potential American involvement. Three years earlier they imposed a cutoff on U.S. bombing of targets in Cambodia and North Vietnam on the supposition that continued bombing would no longer (if it ever did) promote U.S. security. For a discussion of these Congressional curbs on the President's ability to commit American military resources, see Thomas M. Franck and Edward Weisband, Foreign Policy By Congress (New York: Oxford University Press, 1979), esp. pp. 13-23 and 46-57. 5. For a recent authoritative study, see An Assessment of the Consequences and Preparations for a Catastrophic California Earthquake: Findings and Actions Taken (Washington: Federal Emergency Management Agency, 1980). For a summary of current estimates, see Richard A. Kerr, "California's Shaking Next Time," Science, Vol. 215 (January 22, 1982), pp. 385-387. 6. The Federal Emergency Management Agency's (FEMA) fiscal year 1983 appropriation for civil defense was $147,407,000; for "comprehensive emergency preparedness planning" for earthquakes it was $3,120,000. California's total budgeted expenditure for earthquake safety for fiscal year 1983 was $13,391,000. For a detailed breakdown, see State of California, Seismic Safety Commission, Annual Report to the Governor and the Legislature for July 1981-June 1982 (Sacramento: August 1982), pp. 16-21. 7. The "classic" appeal for a large U.S. civil defense program, based upon hypothesized comparative U.S. and Soviet recovery rates, is T.K. Jones and W. Scott Thompson, "Central War and Civil Defense," Orbis, Vol. 22, No. 3 (Fall 1978), pp. 681-712. For a more recent discussion, see Robert Scheer, With Enough Shovels: Reagan, Bush and Nuclear War (New York: Random House, 1982), pp. 104-119. The enormous cost is one principal argument against a large-scale U.S. civil defense program. But another relates to strategic doctrine. A civil defense program that promises to offer effective protection might in a crisis invite an enemy first-strike attack. The adversary, so this reasoning runs, would read large-scale civil defenses as indicating that we ourselves were prepared to initiate nuclear war. It would therefore strike at the first sign that we were beginning to move our population into shelters, as we surely would during a severe international crisis. Thus we enhance stability by not opting for civil defenses: the other side knows that since our population is exposed, we would not be likely to initiate nuclear war, and the incentives for them to strike preemptively are thereby reduced. 8. The FEMA study cited above (note 5) estimates that the likely damage from the most probable (but far from the most destructive) major earthquake on the San Andreas fault might be $17 billion, but it indicates that the figure might be low by a factor as high as three (p. 22). 9. The most...
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For their empirical evaluation, several active research programs in economics and political science require data on ethnic groups across countries. “Ethnic group,” however, is a slippery concept. After addressing conceptual and practical obstacles, I present a list of 822 ethnic groups in 160 countries that made up at least 1 percent of the country population in the early 1990s. I compare a measure of ethnic fractionalization based on this list with the most commonly used measure. I also construct an index of cultural fractionalization that uses the structural distance between languages as a proxy for the cultural distance between groups in a country.
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Quantitative studies of civil war have focused on war initiation (onset) or war duration and termination and produced important insights into these processes. An empirical analysis of civil war prevalence is used to show that the prevalence or amount of war observed at any given time is important. Civil war prevalence is defined as the probability of observing either a new war onset or the continuation of an ongoing war or both. Two economic theories of war onset and duration are combined to estimate the prevalence of civil war across more than 150 countries and over 40 years. The analysis is consistent with the findings of earlier studies on war onset and duration. New findings that result from slight improvements in the data and estimation methods show that democracy and ethnic diversity are significant determinants of civil war prevalence.
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It is useful to have a disaggregated population database at uniform grid units in disaster situations. This study presents a method for settlement location probability and population density estimations at a 90 m resolution for northern Iraq using the Shuttle Radar Topographic Mission (SRTM) digital terrain model and Landsat Enhanced Thematic Mapper satellite imagery. A spatial model each for calculating the probability of settlement location and for estimating population density is described. A randomly selected subset of field data (equivalent to 50%) is first analysed for statistical links between settlement location probability and population density; and various biophysical features which are extracted from Landsat or SRTM data. The model is calibrated using this subset. Settlement location probability is attributed to the distance from roads and water bodies and land cover. Population density can be estimated based upon land cover and topographic features. The Landsat data are processed using a segmentation and subsequent feature–based classification approach making this method robust to seasonal variations in imagery and therefore applicable to a time series of images regardless of acquisition date. The second half of the field data is used to validate the model. Results show a reasonable estimate of population numbers (r = 0.205, p
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Natural resources, and diamonds especially, are commonly believed to play a significant role in the onset and duration of armed civil conflict. Although there is ample case study evidence that diamonds and similar resources have been used by rebel groups to finance fighting, there are few systematic empirical studies assessing the role of lootable resources in civil conflict. This is largely due to lack of reliable data on production and location. In this article we discuss priorities for the collection of data on conflict-relevant resources and introduce a new dataset, DIADATA, that provides a comprehensive list of diamond deposits accompanied by geographic coordinates throughout the world. The dataset includes characteristics relevant to conflict such as production status and geological form of the deposit. Particularly important is the distinction between primary and secondary diamonds, because the latter are more easily lootable. The dataset incorporates a spatial as well as a temporal dimension.
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In this overview of a new database and approach to measuring distance among historical and contemporary independent nation-states, we review the utility of space to theory and empirical research in international studies. We identify weaknesses in existing empirical data on distances and contiguity among nations. Categorical data on distance treat proximity as an either-or issue and do not permit identifying degree of proximity among states. Continuous measures of distances between midpoints, such as capital cities, often overstate the actual distances between state borders and suffer for large states and irregular territories. We outline a new alternative approach, based on measuring the minimum distance for pairs of polities in the international system, which remedies some of these shortcomings. The current implementation of the minimum-distance database includes the minimum distances for all polities within 950 km of each other from 1875 to the present. We demonstrate the enhanced flexibility of the new minimum-distance approach relative to existing alternatives. Moreover, we illustrate how variables constructed from distance measures, combined with spatial statistical techniques, can contribute substantively to international relations and cross-national comparative research. We demonstrate the importance of dependence among geographical neighbors by examining the link between levels of economic wealth and prospects for democracy in the context of regional interdependence among states.
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The discussion reports the results of an examination of the possible diffusion of new war participations during the 1946-65 era. A theoretical argument is developed to yield more precise expectations about when, where, why, and how diffusion processs might operate. Four diffusion-related processes (positive spatial diffusion, positive reinforcement, negative spatial diffusion, and negative reinforcement) are discussed and analyzed. A series of simple turnover tables and a focus on nations' borders are used to go beyond the authors' previous stochastic modeling efforts. The results provide strong evidence that is consistent with both the authors' theoretical argument and the general war diffusion hypothesis. The analyses seem to indicate that certain types of wars may indeed have tended to diffuse across space from one nation to another between 1946 and 1965.
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Conflict over scarce resources, such as minerals, fish, water, and particularly territory, is a traditional source of armed struggle. Recently, wideranging claims have been made to the effect that environmental degradation will increase resource scarcity and therefore contribute to an increase in armed conflict. So far, there has been much controversy and little relevant systematic study of this phenomenon. Most scholarship on the relationship between resources, the environment, and armed conflict suffers from one or more of the following problems: (1) there is a lack of clarity over what is meant by `environmental conflict'; (2) researchers engage in definitional and polemical exercises rather than analysis; (3) important variables are neglected, notably political and economic factors which have a strong influence on conflict and mediate the influence of resource and environmental factors; (4) some models become so large and complex that they are virtually untestable; (5) cases are selected on values of the dependent variable; (6) the causality of the relationship is reversed; (7) postulated events in the future are cited as empirical evidence; (8) studies fail to distinguish between foreign and domestic conflict; and (9) confusion reigns about the appropriate level of analysis. While no publications are characterized by all of these problems, many have several of them. This article identifies a few lights in the wilderness and briefly outlines a program of research.
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This book charts the incidence of territorial changes and military conflicts from 1816 to 1980. Using statistical and descriptive analysis, the authors attempt to answer three related sets of questions: * When does military conflict accompany the process of national independence? * When do states fight over territorial changes and when are such transactions completed peacefully? * How do territorial changes affect future military conflict between the states involved in the exchange?