Doubly regularized generalized linear models for spatial observations with high-dimensional covariates.

Authors: Sondhi, Arjun¹ (AUTHOR), Cheng, Si² (AUTHOR), Shojaie, Ali² (AUTHOR)

Source: Journal of the Royal Statistical Society: Series C (Applied Statistics). Dec2025, Vol. 74 Issue 5, p1279-1300. 22p.

Subject Terms: DISEASE mapping, SPATIAL data structures, STATISTICAL models, CONVEX programming, PREDICTIVE validity, SOCIAL network theory

Weighted CART with spatially split rules: A new kernel-based approach in spatial classification trees.

Authors: Alami, Tahereh¹ (AUTHOR), Doostparast, Mahdi¹ (AUTHOR) doustparast@um.ac.ir

Source: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 22, p7336-7361. 26p.

Subject Terms: MACHINE learning, SPATIAL data structures, SPATIAL variation, GEOGRAPHIC spatial analysis

High‐Performance Elliptical Cone Tracing.

Authors: Emre, U.¹ (AUTHOR), Kanak, A.¹ (AUTHOR), Steinberg, S.¹ (AUTHOR)

Source: Computer Graphics Forum. Oct2025, Vol. 44 Issue 7, p1-11. 11p.

Subject Terms: *MATHEMATICAL optimization, CONIC sections, SPATIAL data structures, COLLISION detection (Computer animation)

Research on Public Space Interior Environmental Planning and Design Method Based on BIM Topological Relationships.

Authors: Kun, Yao¹ (AUTHOR) mrs_kun2024@163.com

Source: International Journal of High Speed Electronics & Systems. Sep2025, Vol. 34 Issue 3, p1-16. 16p.

Subject Terms: PUBLIC spaces, SPATIAL data structures, SUSTAINABLE design, BUILDING information modeling, ENVIRONMENTAL protection planning

Moran's I lasso for models with spatially correlated data.

Authors: Barde, Sylvain¹ (AUTHOR), Cherodian, Rowan² (AUTHOR), Tchuente, Guy³ (AUTHOR)

Source: Econometrics Journal. Sep2025, Vol. 28 Issue 3, p423-441. 19p.

Subject Terms: *HOME prices, SPATIAL data structures, EIGENANALYSIS, ROBUST statistics, GEOGRAPHIC spatial analysis, SELECTION bias (Statistics)

The geography of informality: the case of Colombia.

Authors: Acosta, Karina¹ (AUTHOR), Jaramillo-Echeverri, Juliana¹ (AUTHOR) jjaramec@banrep.gov.co, Lasso-Jaramillo, Daniel² (AUTHOR), Sarasti-Sierra, Alejandro³ (AUTHOR)

Source: Spatial Economic Analysis. Jul2025, p1-19. 19p. 3 Illustrations.

Subject Terms: *SOCIOECONOMIC factors, *ECONOMIC activity, *LABOR supply, SPATIAL data structures, COUNTRIES, SMALL area statistics, SOCIAL processes

Geographic Terms: COLOMBIA, LATIN America

A Spatially Constrained Infomap for Spatial Community Detection.

Authors: Cai, Haonan¹ (AUTHOR), Liu, Wenkai^1,2,3 (AUTHOR) wenkai.liu@m.scnu.edu.cn, Xing, Hanfa^1,2 (AUTHOR), Zeng, Jin¹ (AUTHOR), Hu, Sheng¹ (AUTHOR), Song, Ci³ (AUTHOR)

Source: Transactions in GIS. Sep2025, Vol. 29 Issue 6, p1-15. 15p.

Subject Terms: OPTIMIZATION algorithms, SPATIAL data structures, GEOGRAPHIC spatial analysis, MATHEMATICAL mappings

Geographic Terms: XIAMEN Shi (China)

VERNE: A Spatial Data Structure Representing Railway Networks for Autonomous Robot Navigation

Authors: Joly, L., Lacorre, V., Wolff, K.

Source: IEEE Open Journal of Vehicular Technology IEEE Open J. Veh. Technol. Vehicular Technology, IEEE Open Journal of. 7:1-14 2026

A Socio‐demographic Latent Space Approach to Spatial Data When Geography Is Important But not All‐Important¹.

Authors: Nandy, Saikat¹ (AUTHOR) saikat.nandy@stjude.org, Holan, Scott H.^1,2 (AUTHOR), Schweinberger, Michael³ (AUTHOR)

Source: International Statistical Review. Dec2025, Vol. 93 Issue 3, p351-373. 23p.

Subject Terms: *SOCIODEMOGRAPHIC factors, *SPATIAL data structures, *AMERICAN Community Survey, *SOCIOECONOMIC factors, *GEOGRAPHY, *SPATIOTEMPORAL processes, *BAYESIAN analysis

Rejoinder: A Socio‐Demographic Latent Space Approach to Spatial Data When Geography is Important but Not All‐Important.

Authors: Nandy, Saikat¹ (AUTHOR) saikat.nandy@stjude.org, Holan, Scott H.^1,2 (AUTHOR), Schweinberger, Michael³ (AUTHOR)

Source: International Statistical Review. Dec2025, Vol. 93 Issue 3, p380-384. 5p.

Subject Terms: *SOCIODEMOGRAPHIC factors, *SPATIAL data structures, *GEOGRAPHY, *AUTOREGRESSIVE models, *NEIGHBORHOODS

Geopower, Geos and the Colonisation of Palestine.

Authors: Griffiths, Mark¹ (AUTHOR) mark.griffiths@ncl.ac.uk

Source: Transactions of the Institute of British Geographers. Nov2025, p1. 12p.

Subject Terms: *POLITICAL geography, *SPATIAL data structures, *PALESTINIAN history, 1917-1948, *GEOGRAPHY, *ZIONISM, *POLITICAL systems, *ANNEXATION (International law), *IMPERIALISM

Geographic Terms: PALESTINE, WEST Bank, BETHLEHEM (Pa.), GAZA Strip

A model to identify causality for geographic patterns.

Authors: Zhang, Zuopei^1,2 (AUTHOR), Wang, Jinfeng^1,2 (AUTHOR) wangjf@lreis.ac.cn

Source: International Journal of Geographical Information Science. Nov2025, p1-21. 21p. 3 Illustrations.

Subject Terms: *CAUSAL inference, *SPATIAL data structures, *GEOGRAPHIC information systems, *SPATIAL analysis (Statistics), *DYNAMICAL systems, *EMPIRICAL research, *CAUSATION (Philosophy)

Characterizing the spatial structures of competing football teams.

Authors: Amichay, Guy^1,2,3 (AUTHOR) guy.amichay@northwestern.edu, Silva, Hugo^4,5 (AUTHOR), Brito, João^6,7 (AUTHOR), Marcelino, Rui^4,5,6 (AUTHOR) rui.marcelino@fpf.pt

Source: Scientific Reports. 10/9/2025, Vol. 15 Issue 1, p1-7. 7p.

Subject Terms: *SOCCER, *SPATIAL data structures, *GEOMETRY, *DATA analytics, *COLLECTIVE behavior

Automatic Building Aggregation Supported by Knowledge Graph.

Authors: Su, Youneng^1,2 (AUTHOR), Xu, Qing¹ (AUTHOR) xq1982_no.1@163.com, Zhu, Xinming¹ (AUTHOR) zxm_xd@163.com, Zhang, Fubing¹ (AUTHOR), Chen, Xin¹ (AUTHOR), Liu, Yi¹ (AUTHOR)

Source: Transactions in GIS. Apr2025, Vol. 29 Issue 2, p1-21. 21p.

Subject Terms: KNOWLEDGE graphs, SPATIAL data structures, CARTOGRAPHY, PROXIMITY spaces

Graph reasoning-based spatial representation learning from geo-entities for multi-modal urban functional zone sensing.

Authors: Du, Zhuotong¹ (AUTHOR), Zhou, Qiming^2,3 (AUTHOR), Peng, Mingjun^4,5 (AUTHOR), Liu, Junyi¹ (AUTHOR), Sui, Haigang¹ (AUTHOR) haigang_sui@263.net

Source: International Journal of Geographical Information Science. Sep2025, p1-34. 34p. 15 Illustrations.

Subject Terms: *SPATIAL data structures, *CITIES & towns, *ZONING, *GEOGRAPHICAL positions

Geographic Terms: WUHAN (China)

Vineyard Spatial Structures of Key Soil, Vine and Fruit Metrics Are Hierarchically Associated.

Authors: Mataffo, Alessandro¹ (AUTHOR), Basile, Boris¹ (AUTHOR) boris.basile@unina.it, Pagay, Vinay² (AUTHOR) vinay.pagay@adelaide.edu.au, Sabbatini, Paolo (AUTHOR)

Source: Australian Journal of Grape & Wine Research. 9/18/2025, Vol. 2025, p1-14. 14p.

Subject Terms: *VINEYARDS, *SPATIAL data structures, *CROP yields, *GRAPE industry, *AGRICULTURE, *SOIL quality

Geographic Terms: BAROSSA Valley (S. Aust.)

Combinatorial and asymptotic results on the neighborhood grid.

Authors: McDonough, Alex¹ (AUTHOR), Reitebuch, Ulrich² (AUTHOR), Skrodzki, Martin^1,3 (AUTHOR)

Source: Discrete Applied Mathematics. Sep2025, Vol. 372, p48-64. 17p.

Subject Terms: *SPATIAL data structures, *POLYNOMIAL time algorithms, *NEIGHBORHOODS, *LOGICAL prediction, *CLASSIFICATION, *DATA structures

Spatial and Spectral Structure-Aware Mamba Network for Hyperspectral Image Classification.

Authors: Zhang, Jie^1,2 (AUTHOR), Sun, Ming^1,2 (AUTHOR) 02513@qqhru.edu.cn, Chang, Sheng³ (AUTHOR)

Source: Remote Sensing. Jul2025, Vol. 17 Issue 14, p2489. 35p.

Subject Terms: *SPATIAL data structures, *SPECTRAL theory, *ARTIFICIAL neural networks, *SPECTRAL imaging, *DEEP learning

Multilevel Monte Carlo for asymptotically efficient path tracing.

Authors: Lee, Wonjun¹ (AUTHOR) wonjunlee.0729@gmail.com

Source: Visual Computer. Jul2025, Vol. 41 Issue 9, p6335-6348. 14p.

Subject Terms: *SPATIAL data structures, *SAMPLE size (Statistics)

On scalable DCEL overlay operations.

Authors: Calderon-Romero, Andres^1,2 (AUTHOR) andrescalderonr@javeriana.edu.co, Abdelhafeez, Laila² (AUTHOR) labde005@ucr.edu, Trajcevski, Goce³ (AUTHOR) gocet25@iastate.edu, Magdy, Amr² (AUTHOR) amr@cs.ucr.edu, Tsotras, Vassilis J.² (AUTHOR) tsotras@cs.ucr.edu

Source: GeoInformatica. Jul2025, Vol. 29 Issue 3, p751-788. 38p.

Subject Terms: *POLYGONS, *SPATIAL data structures, *GEOMETRIC approach