Preprints
Filtering by Subject: Spatial Science
How Do Discrete Global Grid Systems Actually Perform? A Systematic Benchmark Across Geometry, Computation and Relational Joins
Published: 2026-05-01
Subjects: Computer and Systems Architecture, Databases and Information Systems, Earth Sciences, Geographic Information Sciences, Software Engineering, Spatial Science
As geospatial datasets exceed the billion-row threshold, Discrete Global Grid Systems (DGGS) promise to replace expensive vector spatial joins with fast relational hash-joins on discrete cell identifiers. However, the real-world performance of different grid implementations and the upfront cost of converting vector geometries into grid indexes remains largely unquantified. This paper introduces [...]
Towards Prospective Disaster Risk Management: Mapping Multi-hazard Urban Risk Dynamics Driven by Evolving Exposure and Vulnerability via Earth Observation
Published: 2026-05-01
Subjects: Categorical Data Analysis, Civil and Environmental Engineering, Civil Engineering, Engineering, Environmental Monitoring, Geographic Information Sciences, Human Geography, Other Computer Sciences, Physical and Environmental Geography, Remote Sensing, Risk Analysis, Spatial Science, Structural Engineering
As local governments increasingly adopt geospatial Climate and Disaster Risk Assessment (CDRA) to inform prospective public policy, the reliability of existing static risk intelligence is challenged by the continuous evolution of building exposure, population distribution, and physical vulnerability. Recent multi-temporal datasets of the built environment, derived from Earth Observation, have [...]
Soil-informed multivariate decision support to assess urban ecosystem service potential
Published: 2026-04-18
Subjects: Agriculture, Applied Mathematics, Applied Statistics, Biodiversity, Dynamical Systems, Multivariate Analysis, Natural Resources and Conservation, Remote Sensing, Soil Science, Spatial Science, Sustainability, Theory and Algorithms
Metropolitan expansion across Africa requires robust soil information to support ecosystem services and urban resilience. However, digital soil mapping often prioritises predictive accuracy over identifying where information is reliable for decision making. This study evaluated numerical and South African Soil Taxonomy within a decision framework to assess where ecosystem service inferences can [...]
Prediction of Land Surface Temperature under overcast skies using Data Fusion and Deep Learning approach
Published: 2026-04-12
Subjects: Geographic Information Sciences, Remote Sensing, Spatial Science
Land Surface Temperature (Ts) is an essential input to drive surface energy balance for modelling terrestrial ecosystem processes. It serves as a vital indicator of drought, global change, urban heat islands, public health, and most importantly to understand monsoonal water stress signatures. Thermal InfraRed (TIR) remote sensing is the only source to retrieve Ts. Retrieval of Ts in the tropics [...]
Quantifying the Regional Dynamics and Redistribution of Physical Vulnerability in Least Developed Countries
Published: 2026-04-09
Subjects: Categorical Data Analysis, Civil Engineering, Environmental Indicators and Impact Assessment, Environmental Monitoring, Geographic Information Sciences, Other Computer Sciences, Physical and Environmental Geography, Remote Sensing, Spatial Science, Structural Engineering
In the margins of the accelerating development of digital technology worldwide are the Least Developed Countries (LDCs), which continually face an exacerbated risk crisis at the intersection of rapid rural-urban growth, underlying physical vulnerability, and intensifying climate hazards. Despite decades of international development commitments, the rate of built-up expansion across LDCs has [...]
Land take futures under divergent urban growth scenarios: Cellular automata-based stress-testing for No Net Land Take targets
Published: 2026-04-02
Subjects: Environmental Engineering, Environmental Studies, Geographic Information Sciences, Spatial Science
Land take, the conversion of greenfield land into built-up areas, poses critical planning challenges for sustainable urban development, particularly as the EU Soil Strategy 2030 sets No Net Land Take (NNLT) by 2050 as a long-term objective for member states across Europe. Addressing this issue requires understanding the balance between outward urban expansion and inward urban densification. This [...]
City-level temperature reduction from street green space by city typology and climate zone
Published: 2026-03-30
Subjects: Climate, Human Geography, Physical and Environmental Geography, Spatial Science
Vegetation in the street can lower temperatures at neighbourhood level and reduce heat stress for pedestrians. Street green spaces (SGS) is thus an urgently needed nature-based solution for adapting to a warming climate, and also has some ability for carbon uptake. This local solution has global potential, but the cooling potential of street green space depends on local context, urban form and [...]
Agricultural expansion and intensification in Brazil: A literature synthesis of dynamics, drivers, and implications
Published: 2026-03-25
Subjects: Environmental Studies, Geographic Information Sciences, Geography, Human Geography, Nature and Society Relations, Other Geography, Physical and Environmental Geography, Remote Sensing, Social and Behavioral Sciences, Spatial Science
Brazil’s long-term agricultural development reflects a complex interplay between human-driven land-use change and natural ecosystems. Since the 1960s, agricultural production in Brazil has expanded rapidly, driven by global food demand and national economic growth, through two primary pathways: (1) agricultural expansion via conversion of natural vegetation, particularly forests, and (2) [...]
Geospatial Modelling of Vegetation Dynamics and Carbon Sequestration Capacity in Ekiti State, Nigeria Using MODIS Data and CASA Models.
Published: 2026-03-23
Subjects: Environmental Monitoring, Geographic Information Sciences, Natural Resources and Conservation, Natural Resources Management and Policy, Physical and Environmental Geography, Remote Sensing, Spatial Science, Sustainability
Accurate estimation of terrestrial carbon sequestration capacity is fundamental to national climate mitigation efforts and achieving Sustainable Development Goals (SDGs). This study assessed vegetation dynamics and modelled Net Primary Productivity (NPP) a proxy for carbon sequestration capacity in Ekiti State, Nigeria, over the 11-year period (2014–2024). The study deployed the seasonal and [...]
Validation of ICESat-2 ATL13 Version 7 Water Surface Elevation on Small High-Latitude Rivers: A Case Study of the River Dee and River Don, Aberdeenshire, Scotland
Published: 2026-03-08
Subjects: Earth Sciences, Geographic Information Sciences, Geography, Hydrology, Remote Sensing, Social and Behavioral Sciences, Spatial Science
Satellite Laser Altimetry represents an attractive opportunity to supplement the sparsely distributed in situ gauge network used to monitor rivers. The performance of satellite laser altimetry on small, high latitude streams has however been characterized as being poor. This research will be validating ICESat-2 ATL13 version 7 measured water surface elevations (WSE) for the River Dee (average [...]
Wildfire house loss hazard mapping and fuel management scenario planning on a Tasmanian wildland-urban interface using radiant heat and firebrand exposure modelling
Published: 2026-03-03
Subjects: Forest Management, Physical and Environmental Geography, Spatial Science
Globally, wildfire disasters are increasing in frequency through a combination of urban expansion into flammable wildlands and climate change. Accordingly, the wildland urban interface (WUI) is a crucial geographic domain for disaster risk reduction. Accurate mapping of wildfire house loss hazard is a basic requirement for effective wildfire risk management. We developed a novel geographic [...]
Assessing and Correcting Bias in Gridded Reference Evapotranspiration over Agricultural Lands Across the Contiguous United States
Published: 2026-02-20
Subjects: Applied Statistics, Climate, Environmental Monitoring, Geographic Information Sciences, Hydrology, Multivariate Analysis, Remote Sensing, Spatial Science, Water Resource Management
Gridded reference evapotranspiration (ETₒ) data are widely used for agricultural water management and remote sensing evapotranspiration (RSET) models, but biases can arise where coarse meteorological inputs fail to capture agricultural microclimates. We investigated biases in the gridMET ETₒ product across irrigated agricultural areas of the contiguous United States using ETₒ calculated from 793 [...]
Seasonal and Spatial Assessment of the Urban Heat Island Effect and Land Surface Temperature in Nagpur Using Landsat Remote Sensing
Published: 2025-12-25
Subjects: Remote Sensing, Spatial Science
Urban Heat Island (UHI) intensity and Land Surface Temperature (LST) variations are critical indicators of urban environmental change in rapidly growing cities. This study examines spatial and temporal UHI and LST patterns in Nagpur using Landsat 8 and 9 thermal imagery for January and May of 2023 and 2024, capturing seasonal and inter-annual variations. Supervised classification was applied to [...]
CLOSDI: A Novel Spectral Index for Cloud Shadow Detection in Sentinel-2 Imagery Using NDVI and EVI2
Published: 2025-12-13
Subjects: Remote Sensing, Spatial Science
Cloud shadows constitute a significant source of uncertainty in optical remote sensing, thereby impairing the accuracy of spectral indices, land cover classifications, and time-series analyses derived from Sentinel-2 imagery. Although the Sentinel-2 Level-2A Scene Classification Layer (SCL) offers information on cloud shadows, its efficacy is frequently hindered by high omission rates and [...]
Spatiotemporal connections in high precipitation events in Iran: Application of complex networks
Published: 2025-11-30
Subjects: Environmental Education, Environmental Engineering, Environmental Studies, Hydraulic Engineering, Hydrology, Other Civil and Environmental Engineering, Remote Sensing, Spatial Science, Water Resource Management
Study region A relatively large area covering east and west Asia, north Africa, and Europe. Study focus This study examines the complex correlation patterns of high precipitation events in Iran and the rest of the study region. For this purpose, the Complex Networks Theory is used to find the links between high precipitation events in Iran and the rest of the study area with different time lags. [...]