In a modern, calculative world, the techniques of tracking are everywhere in the ascendant. Enhanced by algorithmic procedures and analytics, they have been incorporated into distributed network systems, augmented by new sensing and locationing technologies, and embedded into mobile devices, urban structures and environments. Simultaneously, new practices of tracking and sensing have emerged across the consumer, state and corporate sectors. These practices are amplified in the case of megacities as they strive to keep pace with rapid urban development. All movement (...) is subordinated to a condition of 'calculative mobilization’, whereby the urban realm is understood through the spatialization of algorithmic operations. And yet, due to their unique large- and multi-scaled accumulations of data-enhanced actors and their complex, stratified modes of proximity and interoperable relationality, the particular densities of megacities challenge conventional spatial formats of movement and positioning. This article offers new formats of analysis for these calculative practices and the agential and ontological status of the hybrid urban entities that they register and engender. It also offers new structuring principles and political orientations, which are particularly urgent as we witness the ascendance of 'Spatial Data Infrastructures’ that are often promoted as participatory and inclusive while remaining largely inaccessible, pursuing proprietary aims, and infused with the potential not only to protect and inform but also to violate. (shrink)

With the development of geoscience, users are eager to obtain preferred service from geospatial information intelligently and automatically. However, the information grows rapidly while the service gets more complicated, which makes it difficult to find out the targeted information for an exact service in geospatial issues. In this paper, a novel method is proposed to promote the geospatial service from information to knowledge with spatiotemporal semantics. Both prompted and professional knowledge are further refined to be published as (...) a service. In terms of an exact task, numerous related services are recombined to a service chain under user requirement. Finally, the proposed method is applied to monitor the environment on the Air Quality Index and soil moisture in the Sensor Web service platform, the results of which indicate geospatial knowledge service is more efficient to support spatial decision-making. (shrink)

This essay considers the use of mapping and mapping technologies for the benefit of those who study the work and life of Giovanni Boccaccio.

Few studies have examined how family capital affects the sense of place, and the effect of spatial thinking on the relationship between the two is unclear. This study constructs a mediation model to examine the impact of family capital on sense of place and the mediation effect of geospatial thinking. A total of 1,004 upper-secondary-school students were surveyed using the Family Capital Questionnaire, the Geospatial Thinking Test, and the Sense of Place Scale. The correlation analysis showed that family (...) capital has a positive effect on both sense of place and geospatial thinking. Moreover, there is also a significant positive correlation between geospatial thinking and sense of place. The results of mediation analysis indicated that geospatial thinking plays mediating and buffering roles in the relationship between family capital and sense of place after controlling for gender and residential address. The direct and indirect effects accounted for 73.31 and 26.69% of the total effect, respectively. Specifically, family capital is a significant positive predictor of both sense of place and geospatial thinking, and geospatial thinking partially mediates the relationship between family capital and sense of place. Students from better family backgrounds are more likely to have a better geospatial thinking and sense of place, as well as geospatial thinking promotes the development of a sense of place. Therefore, both family capital and geospatial thinking should be considered when we want to examine and develop individuals’ level of sense of place. (shrink)

The paper uses Heideggerian concepts of world to contrast the lived environment of the animal in the wild to nature as [re]constructed through Geographical Information Systems (GIS). With the animal Umwelt and GIS Weltbilt/Ge-stell side by side, we can see the “contradiction” between the animal’s lived space and the techno-human space of GIS, appreciate the risk of the GIS-constructed world to animals in the wild, and seek a way to address the risk. The paper suggests that humans, as beings which (...) properly have a world, can stand as fiduciaries for nonhuman animals in relation to the peculiar risk of geospatial environmental management technology. (shrink)

Digital Earth applications provide a common ground for visualizing, simulating, and modeling real-world situations. The potential of Digital Earth applications has increased significantly with the evolution of artificial intelligence systems and the capacity to collect and process complex amounts of geospatial data. Yet, the widespread techno-optimism at the root of Digital Earth must now confront concerns over high-risk artificial intelligence systems and power asymmetries of a datafied society. In this commentary, we claim that not only can current debates about (...) data governance and ethical artificial intelligence inform development in the field of Digital Earth, but that the specificities of geospatial data, together with the expectations surrounding Digital Earth applications, offer a fruitful lens through which to examine current debates on data governance and artificial intelligence ethics. In particular, we argue that for the implementation of ethical artificial intelligence and inclusive approaches to data governance, Digital Earth initiatives need to involve stakeholders and communities at the local level and be sensitive to social, legal, cultural, and institutional contexts, including conflicts that might arise within those contexts. (shrink)

Information may be defined as the conceptual or communicable part of the content of mental acts. The content of mental acts includes sensory data as well as concepts, particular as well as general information. An information system is an external (non-mental) system designed to store such content. Information systems afford indirect transmission of content between people, some of whom may put information into the system and others who are among those who use the system. In order for communication to happen, (...) the conceptual systems of the originators and users of the information must be sufficiently similar. A formal conceptual framework that can provide the basis for exchange of information is termed an ontology. In its most fundamental form, ontology studies the most basic constituents of reality. Traditionally, ontology seeks to reflects structures that are independent of thought and cognition. The term ontology is used more broadly in artificial intelligence and software engineering, to refer to the conceptual basis for an information system. (shrink)

The paper is an exercise in descriptive ontology, with specific applications to problems in the geographical sphere. It presents a general typology of spatial boundaries, based in particular on an opposition between bona fide or physical boundaries on the one hand, and fiat or human-demarcation-induced boundaries on the other. Cross-cutting this opposition are further oppositions in the realm of boundaries, for example between: crisp and indeterminate, complete and incomplete, enduring and transient, symmetrical and asymmetrical. The resulting typology generates a corresponding (...) categorization of the different sorts of objects which (complete) boundaries determine or demarcate. The theory is applied first of all in the areas of geography and of administrative and property law. Indications are then given as to how the typology may be applied also in other fields where physical and fiat boundaries are at work, including the field of cognitive linguistics and the related field of the ontology of truth. (shrink)

Geographical and geospatial ontologies are receiving a considerable attention in information technology, due to three different factors: the growing diffusion of Geographic Information Systems (GIS), their use in different applications and the impulse given by Semantic Web to this research area. The aim of these pages is to describe what a geo-information ontology is, in order to systematize the contemporary debate. In the first part, we delineate the domain of ontology of geography within the contemporary philosophical context. In the (...) second part, we define the meaning of ontology in the information technology domain. In the last two parts, finally, we analyze contemporary geo-information ontologies, suggesting a potential classification. (shrink)

Disputes over territory are a major contributing factor to the disruption of international relations. We believe that a cumulative, integrated, and continuously updated resource providing information about such disputes in an easily accessible form would be of benefit to intelligence analysts, military strategists, political scientists, and also to historians and others concerned with international disputes. We propose an ontology-based strategy for creating such a resource. The resource will contain information about territorial disputes, arguments for and against claims pertaining to sovereignty, (...) proffered evidence for such claims, political and military motives (overt or hidden), and associated conflicts. Our approach is designed to address several issues surrounding the representation of geopolitical conflict, including the tracking and individuation of disputes and the validation of disseminated information. (shrink)

History has left a territory composed of two municipalitics, whose shape is unique, belonging partly to the Netherlands and partly to Belgium. Earlier both parts belonged to the former Duchy of Brabant, a tenitory that is now split up into the Dutch province of Noord-Brabant (including Baarle-Nassau) and thc Belgian provinces of Antwerp (which includes Baarle-Hertog), Vlaams Brabant, Brussels, and Brabant-Wallon. People are quite comfortable with this situation, even though it raises many complicated and difficult problems that even the most (...) brilliant jurists are puzzled. Baarle-Hertog is called on older Belgian maps Barle-Duc (Hertog = Duke, fr: duc) and must not be confused with the prefectoral town of Bar-le-Duc, Meuse, France. (shrink)

Do mountains exist? The answer to this question is surely: yes. In fact, ‘mountain’ is the example of a kind of geographic feature or thing most commonly cited by English speakers (Mark, et al., 1999; Smith and Mark 2001), and this result may hold across many languages and cultures. But whether they are considered as individuals (tokens) or as kinds (types), mountains do not exist in quite the same unequivocal sense as do such prototypical everyday objects as chairs or people.

This article follows a perplexing juncture in Chimamaanda Ngozi Adichie's 2013 novel Americanah: Ifemelu's choice to return back to Nigeria. Following the themes of “home,” “travel,” and “Africanness,” this article explores the link between the migration away from and to Africa and the apparent racelessness Ifemelu experiences as she crosses the fragmented racial zones between Nigeria and America. It challenges the claim that returning to Africa is counterintuitive and only a departure from the Continent is desirable, thus, analyzing the logic (...) of travel concomitant with contemporary phenomenologies of Africanness. This analysis seeks to distinguish Afropolitanism from “Americanah” and to offer Americanah's emphasis on reverse migration as a counterweight to Afropolitanism's emphasis on extra-continental travel. Ifemelu's return opens up two questions in the context of this analysis: What does the logic of travel offer to Ifemelu's racial identity as she comes to understand herself in two geospatial temporalities? and What does the language of “home” as contrasted to the discomfort of travel, contributes to her ontological understandings of herself as African? (shrink)

Humans think and communicate in very flexible and schematic ways, and a Spatial Data Infrastructure (SDI) for the Amazon and associated information system ontologies should reflect this flexibility and the adaptive nature of human cognition in order to achieve semantic interoperability. In this paper I offer a conceptual investigation of SDI and explore the nature of cultural schemas as expressions of indigenous ontologies and the challenges of semantic interoperability across cultures. Cultural schemas are, in essence, our ontologies, but they are (...) markedly different than classical formal ontologies. They shape our ontological commitments to what exists in the world as well as the ways in which we approach and engage the world. And while they help structure our understanding of the world in which we are embedded, they are associative and flexible. They help to focus our attention to particular details of our experiences and give them salience, yet they cannot be simply reduced to a series of extracted features. They allow us to make meaning of the contextualized, cultural experience in which we are always immersed. An SDI is a shared social-technological-informational structure that, if it is to be useful and successful for sustainability in the Amazon, must incorporate and use indigenous cultural schemas. Indigenous communities must have the ability to contribute to the collection of geospatial data and their contributions recognized as legitimate forms of knowledge. In order for the SDI to work, it must recognize the larger cultural landscape to which cultural schemas can connect to the ready-to-hand elements of salient cultural experiences. (shrink)

The long-tailed macaque (Macaca fascicularis fascicularis) is a non-human primate species that is native to Singapore. From mid-2020, the Nanyang Technological University campus witnessed a sharp increase in the number of human–macaque encounters. In this article, we will first identify a set of technological tools that we have developed to guide decision- and policy-making on the wildlife management front and mitigate human–macaque conflict. Thereafter, we will describe how we applied these tools to the activity log cataloguing the macaque activity on (...) campus and offer an analysis of the trends in macaque behaviour that may be shared with members of the public and affected residents. Among the results that will be discussed are the following: a significant decline in the number of macaque sightings at Student Residences over the weekend, a majority of the reported macaque sightings occurring in the early evening, no significant difference in the damage and proximity scores over time, and a trend in observed macaque activity at critical sleep-relevant time intervals and areas on campus. We hope that our approach will promote, through an improved and data-driven understanding of macaque behavioural trends, technology-assisted decision-making and a more harmonious co-existence between humans and macaques on campus and in Singapore. Last but not least, we anticipate further extensions of our approach with respect to other forms of wildlife. (shrink)

The long-tailed macaque (Macaca fascicularis fascicularis) is a non-human primate species that is native to Singapore. From mid-2020, the Nanyang Technological University campus witnessed a sharp increase in the number of human–macaque encounters. In this article, we will first identify a set of technological tools that we have developed to guide decision- and policy-making on the wildlife management front and mitigate human–macaque conflict. Thereafter, we will describe how we applied these tools to the activity log cataloguing the macaque activity on (...) campus and offer an analysis of the trends in macaque behaviour that may be shared with members of the public and affected residents. Among the results that will be discussed are the following: a significant decline in the number of macaque sightings at Student Residences over the weekend, a majority of the reported macaque sightings occurring in the early evening, no significant difference in the damage and proximity scores over time, and a trend in observed macaque activity at critical sleep-relevant time intervals and areas on campus. We hope that our approach will promote, through an improved and data-driven understanding of macaque behavioural trends, technology-assisted decision-making and a more harmonious co-existence between humans and macaques on campus and in Singapore. Last but not least, we anticipate further extensions of our approach with respect to other forms of wildlife. (shrink)

This research evaluates the production of three dimensional (3D) clouds for geospatial viewing programs such as Google Earth, NASA World Wind, and X3D Earth. This thesis took advantage of iso-standard X3D graphics and X3D Edit in conjunction with manually produced image textures to represent 3D clouds. While a 3D geospatial viewing might never completely characterize the current state of the atmosphere, a sufficiently realistic virtual 3D rendering can be created to present current sky coverage given adequate satellite and (...) model data. Various visualization demonstration results are presented that can be rendered and navigated in real time. Further research and development is needed to match a cloud typing model output with a particular method of 3D cloud production. Data-driven adaptation and production of cloud models for web-based delivery is an achievable capability given continued research and development. (shrink)

The agro-pastoral ecotone, an ecological transition zone connecting adjacent areas of agricultural planting area and grassland animal husbandry, has three features: a complex natural condition, relatively pronounced population pressure, and a fragile ecological environment. In this study, we conducted an ecosystem risk assessment in the western part of Jilin Province, China, based on multiscale and multitemporal remote sensing images and land-use data. Furthermore, we focused on land-use change from 1995 to 2015 by applying the dynamic change information survey method and (...) carrying out a transfer track analysis. The results revealed three main findings. The ecological risk index at the scale of 3 km × 3 km harbors significant spatial correlation. The ecological risk index of unutilized land, forest land, and grassland is relatively high for each, and their anti-interference ability is weak, while the ecological risk index of construction land and water area is the lowest. Human interference, e.g., construction activities and cultivated land occupation, is the leading factor driving the exacerbation of ecological risk and frequent land-use type conversions. At the study period’s end, a trend of slight contraction in the high-risk areas was found, indicating that land-use regulation and land protection policies have had significantly positive impact upon the lands’ ecological value. The overall study identified a reasonable research scale for eco-environmental risk assessment and discerned relationships between regional land-use changes through geospatial analysis. Moreover, our findings can help provide practical case study information applicable to similar regions with agro-pastoral ecotones. (shrink)

GIS for Science presents a collection of real-world stories about modern science and a cadre of scientists who use mapping and spatial analytics to expand their understanding of the world. The accounts in this book are written for a broad audience including professional scientists, the swelling ranks of citizen scientists, and people generally interested in science and geography. Scientific data are brought to life with GIS technology to study a range of issues relevant to the functioning of planet Earth in (...) a natural sense as well as the impacts of human activity. In a race against the clock, the scientists profiled in this volume are using remote sensing, web maps within a geospatial cloud, Esri StoryMaps, and spatial analysis to document and solve an array of issues with a geographic dimension, ranging from climate change, natural disasters, and loss of biodiversity, to homelessness, loss of green infrastructure, and resource shortages. These stories present geospatial ideas and inspiration that readers can apply across many disciplines, making this volume relevant to a diverse scientific audience. See how scientists working on the world's most pressing problems apply geographic information systems--GIS. -- "Mike Goodchild". (shrink)

The submarine optical-fiber cable is a large connectivity infrastructure, which plays an important role in international communication, cyber-physical systems, and even national security. Although submarine cable network interruption may cause serious consequences, researching its vulnerability has not attracted much attention. This paper proposes a quantitative method to measure the vulnerability of the submarine cable network and evaluates the influence of the upcoming trans-Arctic cable system on the submarine cable network of mainland China. To address this issue, first, the submarine cable (...) network of mainland China is constructed. Further, methodology based on complex network and geospatial perspective is proposed to simulate the changes of network eigenvalues under different attacks and to quantitatively analyze the variation degree of network vulnerability. With the proposed method, the vulnerability of the submarine cable network of mainland China before and after construction of the trans-Arctic cable system is compared. The results reveal the key node countries and sea channels of the submarine cable network of mainland China and show the significance of the TAC system. (shrink)

In this paper we propose a formal theory of partitions (ways of dividing up or sorting or mapping reality) and we show how the theory can be applied in the geospatial domain. We characterize partitions at two levels: as systems of cells (theory A), and in terms of their projective relation to reality (theory B). We lay down conditions of well-formedness for partitions and we define what it means for partitions to project truly onto reality. We continue by classifying (...) well-formed partitions along three axes: (a) degree of correspondence between partition cells and objects in reality; (b) degree to which a partition represents the mereological structure of the domain it is projected onto; and (c) degree of completeness and exhaustiveness with which a partition represents reality. This classification is used to characterize three types of partitions that play an important role in spatial information science: cadastral partitions, categorical coverages, and the partitions involved in folk categorizations of the geospatial domain. (shrink)

We propose an ontological theory that is powerful enough to describe both complex spatio-temporal processes (occurrents) and the enduring entities (continuants) that participate in such processes. For this purpose we distinguish between meta-ontology and token ontologies. Token ontologies fall into two major categories: ontologies of type SPAN and ontologies of type SNAP. These represent two complementary perspectives on reality and result in distinct though compatible systems of categories. The meta-ontological level then describes the relationships between the different token ontologies. In (...) a SNAP (snapshot) ontology we have enduring entities such as substances, qualities, roles, functions as these exist to be inventoried at a given moment of time. In a SPAN ontology we have perduring entities such as processes and their parts and aggregates. We argue that both kinds of ontological theory are required, together with the metaontology which joins them together, in order to give a non-reductionistic account of both static and dynamic aspects of the geospatial world. (shrink)

We propose as a UCGIS research priority the topic of “Ontological Foundations for Geographic Information.” Under this umbrella we unify several interrelated research subfields, each of which deals with different perspectives on geospatial ontologies and their roles in geographic information science. While each of these subfields could be addressed separately, we believe it is important to address ontological research in a unitary, systematic fashion, embracing conceptual issues concerning what would be required to establish an exhaustive ontology of the (...) class='Hi'>geospatial domain, issues relating to the choice of appropriate methods for formalizing ontologies, and considerations regarding the design of ontology-driven information systems. This integrated approach is necessary, because there is a strong dependency between the methods used to specify an ontology, and the conceptual richness, robustness and tractability of the ontology itself. Likewise, information system implementations are needed as testbeds of the usefulness of every aspect of an exhaustive ontology of the geospatial domain. None of the current UCGIS research priorities provides such an integrative perspective, and therefore the topic of “Ontological Foundations for Geographic Information Science” is unique. (shrink)

Visual representations of the whole earth permeate modern cultures, shaping how societies imagine globalization and planetary ecological derangement. To explore the complex ways in which these images configure human attitudes toward environments, this essay attends to a series of hegemonic representations of the earth from diverse situations and stages of modernity in conjunction with ideas drawn from Martin Heidegger’s ontological philosophy. I proceed from the insight that for Heidegger modernity is not a singular condition, but entails two contrary determinations of (...) being: “machination,” in which detached subjects reshape an objectified world, and “enordering,” in which fungible and flexible resources circulate endlessly around a closed global space. Taking up these divergent concepts, my argument accentuates basic differences in how the earth has been disclosed in representation over the course of modern history. Through close analyses of world maps from the early modern Netherlands; chalkboard globes from nineteenth-century schoolrooms; and the contemporary geospatial application Google Earth, I show how global visions both articulate and complicate Heidegger’s thinking of machination and enordering. Far from being the culmination of a singular modernity, images of the earth reveal and reinforce a discordant global condition, riven by clashing, equally total disclosures of the world. (shrink)

We describe a unification of old and recent ideas for formulating graphical models to explain time series data, including Granger causality, semi-automated search procedures for graphical causal models, modeling of contemporaneous influences in times series, and heuristic generalized additive model corrections to linear models. We illustrate the procedures by finding a structure of exogenous variables and mediating variables among time series of remote geospatial indices of ocean surface temperatures and pressures. The analysis agrees with known exogenous drivers of the (...) indices, not assumed in the analysis. Automated search applied to the residuals after regressing each series on its lags and the lags of its Granger causes yields a graphical model of “comtemporaneous” causal relations identical with the qualitative graphical relations from the time series. A similar analysis produces reasonable results when applied to candidate climate indices obtained by a clustering method from sea surface temperature and sea level pressure data. (shrink)

Virtual globes, like Google Earth, are increasingly being used by experts and lay publics in the process of 'defending place' against rapidly shifting energy geographies. Drawing upon the fields of visual studies, landscape architecture and geography, this article examines the use of geospatial tools by conservation campaigns challenging new developments. With a focus on wind energy, the article describes the strategic advantages and risks associated with using virtual globes in campaign work. The article suggests that conservation campaigns need to (...) make more judicious use of visualization technologies. While Google Earth may enable distant viewers to 'witness' change, it may add limited value to how local citizens experience their own topographies. (shrink)

Virtual globes, like Google Earth, are increasingly being used by experts and lay publics in the process of ‘defending place’ against rapidly shifting energy geographies. Drawing upon the fields of visual studies, landscape architecture and geography, this article examines the use of geospatial tools by conservation campaigns challenging new developments. With a focus on wind energy, the article describes the strategic advantages and risks associated with using virtual globes in campaign work. The article suggests that conservation campaigns need to (...) make more judicious use of visualization technologies. While Google Earth may enable distant viewers to ‘witness’ change, it may add limited value to how local citizens experience their own topographies. (shrink)

This article explores the ethics of access in relation to globalization, feminism and information society. It argues that the virtual settings of information and communication technologies (ICTs) are beginning to place significant emphasis on sociospatial as well as geospatial understandings of the world and the interactions that take place within it. The article examines the extreme material and other associated inequalities of contemporary globalization, and the concentration of technological development and power in the rich economies. Historical developments related to (...) these factors are discussed, including the gendered nature of technologies and social processes shaping their production, application and use. It is argued that feminist theory and practice is relevant to broad debates about inequality of access in the information age, as well as to those concentrating specifically on gender and women. The tension between liberal/neoliberal focus on 'equality' and the 'grotesque' levels of contemporary inequality is raised. It is argued that feminism's long-standing and extensive critique of the problematic masculinist and partial nature of liberal/neoliberal theory, and its framing of agency, offers a major contribution in addressing this. Cyberfeminism works in theory and practice on horizontal networks and consciousness-raising about their potential, arguing that the era of the cybercitizen raises new and important risks of marginalization, on the basis of gender and other factors, and new forms of empowerment. (shrink)

David Kilcullen, an Australian soldier-scholar who acted as counterinsurgency advisor to both the Pentagon and the State Department in theusWar on Terror, is refashioning himself as an expert on geospatial security and urban crises. HisOut of the Mountainsis a Malthusian account of urban disorder in the global South, in what he calls ‘crowded, complex, and coastal’ cities as a terrain of future asymmetric warfare. This review situates his work within the intellectual context of the counterinsurgency & pacification epistemic community (...) out of which it arises, and addresses why his book may have received plaudits from the socialist urban theorist Mike Davis. (shrink)

Though only one component product of the larger eugenics movement, the eugenic family study proved to be, by far, its most potent ideological tool. The Kallikak Family, for instance, went through eight editions between 1913 and 1931. This essay argues that the current scholarship has missed important ways that the architects of the eugenic family studies theorized and described the subjects of their investigation. Using one sparsely interrogated work and one previously unknown eugenic family study from the Southern Plains, this (...) essay aims to introduce “environment” as a schema that allows for how the subjects of the eugenic family study were conceptualized with respect to their surroundings. Geospatially and environmentally relevant constructions of scientific knowledge were central to the project of eugenics during its formative years, but remain largely and conspicuously absent from the critical literature which engages this project to separate the fit from the unfit in American society. The dysgenic constituted a unique human geography, giving us significant insight into how concatenations of jurisprudence as well as cultural and social worth were tied to the land. (shrink)

Leakage of employment income is a pressing issue in the economic development of regional and remote communities. It can draw income away from regional economies but also inject new revenue from outside. Using Australian Bureau of Statistics 2011 census employment data by place of usual residence and place of work, we identify for all 17 Local Government Areas (LGAs) of the Northern Territory (NT), workers commuting out of and into each LGA. Using summary graphs and geospatial visualizations we find (...) that while there is substantial leakage out of most LGAs there are also gains from those leaving an LGA to work and then returning home with their income. Overall, for most LGAs and all remote LGAs there is net leakage. In contrast, Wagait, Palmerston, Litchfield and Alice Springs experience net gains from work commuting. Core-Periphery staples theory (Carson 2011) helps explain these net gaining LGAs, but cannot be used to consistently explain net leakage or net gain for population centers and nearby periphery LGAs. Darwin, including parts of Unincorporated NT, together act as a net leakage core to surrounding commuter LGAs such as Palmerston, Litchfield and Wagait. Katherine also acts as a net leakage core for surrounding peripheral LGAs despite receiving some offsetting employment income gains through mining. In addition to Katherine, Mining and the supporting Construction industry are also delivering net employment income gains to the core centers of Darwin, Palmerston, and Litchfield from periphery and typically remote LGAs. For remote mining commuters, these core centers offer preferred places to live. In contrast to Darwin and Katherine, Alice Springs acts as an employment income sink drawing on net employment gains from periphery remote LGAs. Our geospatial visualizations also help to identify the leakage vulnerability of remote LGAs dependent on mining like Central Desert and East Arnhem. Of all the remote LGAs, East Arnhem has the highest average net leakage of income across the most diversified distribution of industries, primarily derived from mining and its supporting construction and upstream manufacturing industries. Combined, these factors make East Arnhem particularly vulnerable to mining related downturns. Also, Alice Springs and Coomalie are highly vulnerable to commuting in Business Services and Public and Personal Services respectively. However, these vulnerabilities also cloak hidden flexibilities to deal with job losses during downturns. Undertaking our analysis for a number of census years could help decision makers build scenarios for future economic development and employment. (shrink)

Artificial Intelligence (AI) is increasingly being used in disaster risk management applications to predict the effect of upcoming disasters, plan for mitigation strategies, and determine who needs how much aid after a disaster strikes. The media is filled with unintended ethical concerns of AI algorithms, such as image recognition algorithms not recognizing persons of color or racist algorithmic predictions of whether offenders will recidivate. We know such unintended ethical consequences must play a role in DRM as well, yet there is (...) surprisingly little research on exactly what the unintended consequences are and what we can do to mitigate them. The aim of this perspective is to call researchers working on fairness, accountability, and transparency to work with DRM and local experts—so we can ensure that disaster mitigation and relief is accountable, considers local values, and is not unintentionally biased. (shrink)

Leakage of employment income is a pressing issue in the economic development of regional and remote communities. It can draw income away from regional economies but also inject new revenue from outside. Using Australian Bureau of Statistics 2011 census employment data by place of usual residence and place of work, we identify for all 17 Local Government Areas (LGAs) of the Northern Territory (NT), workers commuting out of and into each LGA. Using summary graphs and geospatial visualizations we find (...) that while there is substantial leakage out of most LGAs there are also gains from those leaving an LGA to work and then returning home with their income. Overall, for most LGAs and all remote LGAs there is net leakage. In contrast, Wagait, Palmerston, Litchfield and Alice Springs experience net gains from work commuting. Core-Periphery staples theory (Carson 2011) helps explain these net gaining LGAs, but cannot be used to consistently explain net leakage or net gain for population centers and nearby periphery LGAs. Darwin, including parts of Unincorporated NT, together act as a net leakage core to surrounding commuter LGAs such as Palmerston, Litchfield and Wagait. Katherine also acts as a net leakage core for surrounding peripheral LGAs despite receiving some offsetting employment income gains through mining. In addition to Katherine, Mining and the supporting Construction industry are also delivering net employment income gains to the core centers of Darwin, Palmerston, and Litchfield from periphery and typically remote LGAs. For remote mining commuters, these core centers offer preferred places to live. In contrast to Darwin and Katherine, Alice Springs acts as an employment income sink drawing on net employment gains from periphery remote LGAs. Our geospatial visualizations also help to identify the leakage vulnerability of remote LGAs dependent on mining like Central Desert and East Arnhem. Of all the remote LGAs, East Arnhem has the highest average net leakage of income across the most diversified distribution of industries, primarily derived from mining and its supporting construction and upstream manufacturing industries. Combined, these factors make East Arnhem particularly vulnerable to mining related downturns. Also, Alice Springs and Coomalie are highly vulnerable to commuting in Business Services and Public and Personal Services respectively. However, these vulnerabilities also cloak hidden flexibilities to deal with job losses during downturns. Undertaking our analysis for a number of census years could help decision makers build scenarios for future economic development and employment. (shrink)

Leakage of employment income is a pressing issue in the economic development of regional and remote communities. It can draw income away from regional economies but also inject new revenue from outside. Using Australian Bureau of Statistics 2011 census employment data by place of usual residence and place of work, we identify for all 17 Local Government Areas (LGAs) of the Northern Territory (NT), workers commuting out of and into each LGA. Using summary graphs and geospatial visualizations we find (...) that while there is substantial leakage out of most LGAs there are also gains from those leaving an LGA to work and then returning home with their income. Overall, for most LGAs and all remote LGAs there is net leakage. In contrast, Wagait, Palmerston, Litchfield and Alice Springs experience net gains from work commuting. Core-Periphery staples theory (Carson 2011) helps explain these net gaining LGAs, but cannot be used to consistently explain net leakage or net gain for population centers and nearby periphery LGAs. Darwin, including parts of Unincorporated NT, together act as a net leakage core to surrounding commuter LGAs such as Palmerston, Litchfield and Wagait. Katherine also acts as a net leakage core for surrounding peripheral LGAs despite receiving some offsetting employment income gains through mining. In addition to Katherine, Mining and the supporting Construction industry are also delivering net employment income gains to the core centers of Darwin, Palmerston, and Litchfield from periphery and typically remote LGAs. For remote mining commuters, these core centers offer preferred places to live. In contrast to Darwin and Katherine, Alice Springs acts as an employment income sink drawing on net employment gains from periphery remote LGAs. Our geospatial visualizations also help to identify the leakage vulnerability of remote LGAs dependent on mining like Central Desert and East Arnhem. Of all the remote LGAs, East Arnhem has the highest average net leakage of income across the most diversified distribution of industries, primarily derived from mining and its supporting construction and upstream manufacturing industries. Combined, these factors make East Arnhem particularly vulnerable to mining related downturns. Also, Alice Springs and Coomalie are highly vulnerable to commuting in Business Services and Public and Personal Services respectively. However, these vulnerabilities also cloak hidden flexibilities to deal with job losses during downturns. Undertaking our analysis for a number of census years could help decision makers build scenarios for future economic development and employment. (shrink)

The Leibniz Center for Law is involved in the project Digitale Uitwisseling Ruimtelijke Plannen [DURP (http://www.vrom.nl/durp); digital exchange of spatial plans] which develops a XML-based digital exchange format for spatial regulations. Involvement in the DURP project offers new possibilities to study a legal area that hasn’t yet been studied to the extent it deserves in the field of Computer Science & Law. We studied and criticised the work of the DURP project and the Dutch Ministry of internal affairs on metadata (...) for regulatory documents, and made an inventory of issues related to legal knowledge representation that it felt were not sufficiently covered by current initiatives in the Geographic Information Systems (GIS) field. This inventory was an input to the DURP standardisation effort. In a second phase of the project we extended the METALex XML schema (cf. Boer et al. 2002; Boer et al. 2003) for ‚regular’ legal sources that we developed in the past for geospatial regulatory information, in order to support exchange of spatial regulations, including the associated geospatial information in the form of maps. We developed a prototype application and demonstrated how the spatial planning information in GML can be combined with XML with only minimal changes, using the Web Ontology Language (OWL). This paper describes our experiences. (shrink)

This book addresses cross-cutting aspects of sport that engage important foundational questions. Who benefits from sport? How does commodification drive sport development and meanings? What boundaries determine fan and participant? The contributors to this volume are interested in sport's social, political, and economic influences and roles, and show that the answers have many layers. Sport encompasses far more than the elite and professional levels that generate mass passions and large bank accounts, and impacts individuals in varying ways. The boundaries referred (...) to in the title are thus not the typical, geospatial boundaries that define our world but the limits and possibilities that are attached to and derive from sport. The events that comprise sport and the commodification that attends to it shape those limits and possibilities, and create the understandings that define both what sport is and what we want it to be. (shrink)

We describe a unification of old and recent ideas for formulating graphical models to explain time series data, including Granger causality, semi-automated search procedures for graphical causal models, modeling of contemporaneous influences in times series, and heuristic generalized additive model corrections to linear models. We illustrate the procedures by finding a structure of exogenous variables and mediating variables among time series of remote geospatial indices of ocean surface temperatures and pressures. The analysis agrees with known exogenous drivers of the (...) indices, not assumed in the analysis. Automated search applied to the residuals after regressing each series on its lags and the lags of its Granger causes yields a graphical model of “comtemporaneous” causal relations identical with the qualitative graphical relations from the time series. A similar analysis produces reasonable results when applied to candidate climate indices obtained by a clustering method from sea surface temperature and sea level pressure data. (shrink)

Often implicit in visual display design and development is a gold standard of photorealism. By approximating direct perception, photorealism appeals to users and designers by being both attractive and apparently effortless. The vexing result from numerous performance evaluations, though, is that increasing realism often impairs performance. Smallman and St. John (2005) labeled misplaced faith in realistic information display Naïve Realism and theorized it resulted from a triplet of folk fallacies about perception. Here, we illustrate issues associated with the wider trend (...) towards realism by focusing on a specific current trend for high-fidelity perspective view (3D) geospatial displays. In two experiments, we validated Naïve Realism for different terrain understanding tasks, explored whether certain individuals are particularly prone to Naïve Realism, and determined the ability of task feedback to mitigate Naïve Realism. Performance was measured for laying and judging a concealed route across realistic terrain shown in different display formats. Task feedback was either implicit, in Experiment 1, or explicit in Experiment 2. Prospective and retrospective intuitions about the best display formats for the tasks were recorded and then related to task performance and participant spatial ability. Participants generally intuited they would perform tasks better with more realism than they actually required. For example, counter to intuitions, lowering fidelity of the terrain display revealed the gross scene layout needed to lay a well-concealed route. Individuals of high spatial ability calibrated their intuitions with only implicit task feedback, whereas those of low spatial ability required salient, explicit feedback to calibrate their intuitions about display realism. Results are discussed in the wider context of applying perceptual science to display design, and combating folk fallacies. (shrink)

Attempts to trace a unifying thread of ontological realism extending through 1. my early writings on Frege, Brentano, Husserl, Wittgenstein, Ingarden and (with Kevin Mulligan and Peter Simons) on truthmakers; 2. work on formal theories of the common-sense world, and on mereotopology, fiat objects, geographical categories, and environments (with David Mark, Roberto Casati, Achille Varzi), to 3. current work on applied ontology in biology and medicine, and on the theory of document acts and on the ontology of information artifacts.