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WISK: A Workload-aware Learned Index for Spatial Keyword Queries

WISK, a workload-aware learned index that combines spatial and keyword queries to efficiently retrieve objects. It integrates spatial and textual indexes and considers query workload information.

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Managing Water Resources Data with HEC-DSSVue

Learn about managing gridded data in HEC-DSSVue, including how grids represent spatial data, storing data in DSS, naming conventions, tools for manipulation, and more. Explore the importance of grids in hydrologic modeling and the application of spatial data in HEC-HMS and HEC-RAS.

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fMRI Coregistration and Spatial Normalization Methods

fMRI data analysis involves coregistration and spatial normalization to align functional and structural images, reduce variability, and prepare data for statistical analysis. Coregistration aligns images from different modalities within subjects, while spatial normalization achieves precise anatomic

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Coregistration and Spatial Normalization in fMRI Analysis

Coregistration and Spatial Normalization are essential steps in fMRI data preprocessing to ensure accurate alignment of functional and structural images for further analysis. Coregistration involves aligning images from different modalities within the same individual, while spatial normalization aim

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Localised Adaptive Spatial-Temporal Graph Neural Network

This paper introduces the Localised Adaptive Spatial-Temporal Graph Neural Network model, focusing on the importance of spatial-temporal data modeling in graph structures. The challenges of balancing spatial and temporal dependencies for accurate inference are addressed, along with the use of distri

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Introduction to Spatial Data Mining: Discovering Patterns in Large Datasets

Spatial data mining involves uncovering valuable patterns from extensive spatial datasets, offering insights into historical events, environmental phenomena, and predictive analytics. Examples range from analyzing disease outbreaks to predicting habitat suitability for endangered species. The applic

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Advanced Techniques in 3D Scene Analysis for Spatial Understanding

Cutting-edge research in 3D scene analysis focuses on sequenced predictions over points and regions for comprehensive spatial understanding. The approach involves contextual classification, overcoming limitations of classical graphical models through innovative inference machines that prioritize tra

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Understanding Spatial Database Systems: An Overview

This presentation by Xiaozhi Yu introduces the fundamentals of spatial database systems, covering topics such as spatial data types, relationships, system architecture, modeling, and organizing underlying spaces. It delves into the importance of integrating geometry into DBMS data models, spatial in

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Spatial Distortion Correction in EPI Sequences: Field Mapping Examples

Spatial distortion artifacts in EPI sequences (BOLD or DWI) due to slow sampling rates in the phase encoding direction can be corrected using B0/spatial field mapping techniques. This correction requires obtaining field maps under the same B0 shimming conditions and with identical FoV and adjustment

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Understanding Spatial Analysis in GIS for Effective Decision-Making

Spatial analysis in GIS involves modeling geographic problems, processing data, and exploring results to understand spatial relationships, patterns, and suitability for various purposes. GIS tools offer unique capabilities for handling geographically referenced data, data entry, storage, manipulatio

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Understanding Spatial Referencing Systems for Mapping

Spatial reference systems play a crucial role in defining geographic parameters and coordinate systems for mapping. They consist of components like orientation, latitude, longitude, and elevation, which help in representing spatial properties on maps. Reference surfaces such as the Geoid and ellipso

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Understanding Cadastral Mapping Components and Data Sources

Cadastral mapping involves geodetic control networks, parcel identification, and various overlays like zoning and floodplains. City maps are categorized into base, derived, and thematic maps. Data sources include spatial and non-spatial data for property assessment. Layers in cadastral maps cover to

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Understanding IEEE 802.11-20/0410r4 Coordinated Spatial Reuse Procedure

This document presents the Coordinated Spatial Reuse (CSR) procedure in IEEE 802.11-20/0410r4, focusing on the transmission schemes and necessary information for effective spatial reuse. It outlines the topology of CSR environments, acquisition of information for CSR, CSR capability announcement by

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Spatial Analysis & Modeling for Spatial Planning Training in Maputo, Mozambique

Explore spatial analysis techniques for efficient route planning, site selection, pattern identification, and value prediction in the context of spatial planning. Learn about surface modeling, relationships among features, and the importance of spatial modeling in addressing geographical problems.

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Understanding the Components of GIS for Spatial Planning

A geographic information system (GIS) is a powerful tool for capturing, storing, analyzing, and presenting spatial data. This training program explores the fundamentals of GIS, including software and hardware components, data considerations, and the importance of people and policies in utilizing GIS

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GIS Data Models for Spatial Planning Training in Maputo, Mozambique

Explore the concepts of GIS data models including vector vs. raster, spatial relationships, spatial operations, and representation of real-world entities in a spatial database. Understand how spatial data models are used to manipulate spatially-referenced information and define the spatial location

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Understanding Spatial Autocorrelation in Geostatistical Analysis

Explore the concept of spatial autocorrelation, its implications in geostatistical analysis, and the importance of detecting and interpreting it correctly. Learn about auto-correlation, signal components, correlation significance, and measuring autocorrelation using tools like Moran's I. Gain insigh

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Future Directions for GIS in Samoa

Enhancing GIS practices in Samoa involves establishing a Samoa GIS User Group, improving spatial data management, developing a national spatial data infrastructure framework, and implementing GIS applications in various sectors like emergency response, public access, and natural resource management.

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Spatial Relation Switching Requirements in 3GPP NR RAN Plenary Meeting

The document discusses various spatial relation switching requirements for uplink scenarios in the 3GPP NR RAN Plenary Meeting. It covers agreement points related to UL SRS, PUCCH, P-SRS, and DL-RS, defining delay requirements and known conditions for spatial relation switching. The agreements provi

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Spatial Stream Allocation in IEEE 802.11-20 Trigger Frames

The document discusses spatial stream allocation in IEEE 802.11-20 trigger frames, specifically focusing on the SS Allocation subfield. It explains how trigger frames allocate resources for TB PPDU transmissions and solicit User Info fields, detailing the RU Allocation and SS Allocation subfields. T

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Understanding Temporal and Spatial Information Models

This content delves into the intricacies of temporal and spatial information models, covering concepts such as existence, presence, and spatiotemporal relationships. It explores how entities are identified, events are witnessed, and durations are defined within these models. The interplay between ti

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The Arctic Spatial Data Infrastructure (Arctic SDI) Collaboration

The Arctic SDI is a collaborative initiative between the Arctic Council and national mapping authorities of Arctic member states to develop data, policies, technologies, and standards. It aims to provide integrated maps and applications for various stakeholders to access geographically related thema

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Understanding Spatial Extremes: Complex Time Methods in Hydro-Atmospheric Dynamics

This study explores the use of complex time methods and chameleon scalar fields in understanding and modeling spatial extremes in hydrological and atmospheric systems. By transforming Lagrangian processes and introducing chameleon scalar fields, the research unveils new insights into the mechanism g

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Coordinated Spatial Nulling (C-SN) Simulations in IEEE 802.11-24/0012r0

The document discusses the concept of Coordinated Spatial Nulling (C-SN) in IEEE 802.11-24/0012r0, focusing on spatial nulling feedback, synchronization needs, advantages of partial nulling, and comparison of half-coordinated versus fully coordinated scenarios. Simulation results are presented, anal

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Understanding Spatial Racism and Its Role in the Flint Water Crisis

Professor Peter J. Hammer's testimony before the Michigan Civil Rights Commission sheds light on the historical lineage of spatial racism in Flint and Genesee County. The interaction between beliefs and institutions over time has shaped racial oppression, from slavery to current issues such as the F

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Initiating a Lunar Planetary Spatial Data Infrastructure (PSDI) by MAPSIT Steering Committee

MAPSIT, led by Trent Hare of USGS, advocates for creating a Lunar PSDI to enhance spatial data infrastructure in planetary science. The committee highlights the importance of foundational lunar data products and ongoing efforts for Europa and the Moon. Collaboration with various entities is emphasiz

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Enhancing Spatial Data Analysis in QGIS

Explore the integration of relational databases with QGIS to facilitate efficient spatial data analysis. Discover the importance of recognizing spatial relationships within data sets and the solutions to enhance QGIS for relational datasets. Overcome challenges and delve into the intersection and su

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Utilizing UK Spatial Data in SQL Server 2008 R2 Reporting Services

Explore how to display UK geospatial data in SQL Server 2008 R2 Reporting Services by finding and importing Ordnance Survey Open Data. Learn how to represent the UK on a map, import data into SQL, and create example reports. Discover limitations and resources to kickstart your spatial data journey i

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Spatial Experiences in a Small Flat

Mapping spatial experiences in a small flat, this content describes pleasant and unpleasant places within the living space. It highlights favorite spots like a kitchen chair with a view, a cozy desk for work, and a room with enough space for activities. In contrast, it mentions bothersome areas like

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Marine Spatial Data Infrastructures Report Overview

The report provides insights into the activities and discussions at the EAHC-MSDIWG1 meeting held in Busan, ROK. It outlines the key agenda items, country reports on national MSDI, membership details, importance of MSDI, and trends in marine spatial data. The report emphasizes the significance of ma

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Marine Cadastre as an Application of MSDI

Marine Cadastre is discussed as an application of Marine Spatial Data Infrastructure (MSDI) in this content. It explores what an MSDI could and should be, emphasizing spatial data management systems' crucial role in providing access to information and analysis products. The discussion covers the pil

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Analysis of MIMO for IMMW Transmission in IEEE 802.11-24

Proposal discusses the suitability of MIMO for IMMW transmission under different scenarios. The analysis focuses on the number of spatial streams based on channel rank and quality, recommending dual-polarization for LOS paths supporting 2 spatial streams and spatial separation for larger devices sup

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XMM EPIC-pn Spatial CTI Correction using Cu K? and Mn K?

Detailed procedures for spatial CTI correction using Cu K? and Mn K? in XMM EPIC-pn detectors, including applying long-term CTI corrections, stacking event lists, extracting spectra, fitting Cu K line, and deriving spatial offsets. Examples show improvements in velocity space after corrections. Vali

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Spatial Multi-Attribute Decision Analysis with Incomplete Preference Information

In this study by Mikko Harju, Juuso Liesi, and Kai Virtanen from Aalto University, the focus is on spatial decision analysis for scenarios where decision alternatives have varying consequences across a geographical region. The research delves into the significance of spatial value functions in repre

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Practical English Lessons on Giving Directions and Spatial Relations

Engage in interactive English learning with topics covering asking for directions, city landmarks, spatial relations, and more. Understand key phrases for seeking directions and explore a city map to navigate locations using descriptive spatial terms. Enhance your language skills with practical exer

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ICAR KRISHI Geo-Portal: Spatial Agricultural Research Information

ICAR KRISHI Geo-Portal is a digital platform aiming to facilitate spatial agricultural data generation, compilation, visualization, and analysis. It hosts spatial databases, provides map services, and allows data sharing across platforms. The portal, developed using open-source technologies, offers

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Understanding Spatial Relationships in Data Modeling

Explore the concept of spatial relationships within data modeling, focusing on the fully-articulated paths encompassing E4 Period, E53 Place, and E18 Physical Thing. Delve into the implications of properties like P161 has spatial projection and P89 falls within, examining how places are uniquely def

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Understanding Spatial Resolution in Astronomical Imaging

This lecture delves into the requirements for resolution and sensitivity in astronomical imaging, exploring factors such as spatial resolution, optical design aberrations, and noise sources. It explains how spatial resolution is crucial in distinguishing objects, discussing the Rayleigh criterion an

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Understanding Fourier Theory in Seismic Processing

Fourier theory plays a crucial role in seismic processing by helping to avoid temporal and spatial aliasing. It emphasizes the importance of sampling rates for accurate waveform reconstruction and highlights the significance of oversampling to prevent aliasing issues. Spatial aliasing is discussed i

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Understanding Spatial Continuity in Geostatistics

Explore the concept of spatial continuity in geostatistics through descriptive analysis of sample data, variograms, covariance functions, and omnidirectional variograms. Learn about terminologies such as range, sill, and nugget effect, and the importance of omnidirectional variograms in capturing ov

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