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Modelling Spatial Patterns
Summary
Spatial point processes may be analysed at two levels. Quadrat and distance methods were designed for the sampling of a population in the field. In this paper we consider those situations in which a map of a spatial pattern has been produced at some cost and we wish to extract the maximum possible information. We review the stochastic models which have been proposed for spatial point patterns and discuss methods by which the fit of such a model can be tested. Certain models are shown to be the equilibrium distributions of spatial–temporal stochastic processes. The theory is illustrated by several case studies.
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- Michael T. Benson, Jonathan Nikolaidis, Garrett M. Clayton, undefined, 2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), 10.1109/AIM43001.2020.9158976, (335-340), (2020).
- Simon Rudkin, Ming He, Yang Chen, Attraction or Repulsion?: Testing Coagglomeration of Innovation between Firm and University, SSRN Electronic Journal, 10.2139/ssrn.3590930, (2020).
- I. Bij de Vaate, M. Z. M. Brückner, M. G. Kleinhans, C. Schwarz, On the Impact of Salt Marsh Pioneer Species‐Assemblages on the Emergence of Intertidal Channel Networks, Water Resources Research, 10.1029/2019WR025942, 56, 3, (2020).
- Xinting Wang, Chao Jiang, Chengzhen Jia, Yang Tai, Yali Hou, Weihua Zhang, A new digital method of data collection for spatial point pattern analysis in grassland communities, Ecology and Evolution, 10.1002/ece3.6512, 10, 14, (7851-7860), (2020).
- Steen Magnussen, Ronald E. McRoberts, Johannes Breidenbach, Thomas Nord-Larsen, Göran Ståhl, Lutz Fehrmann, Sebastian Schnell, Comparison of estimators of variance for forest inventories with systematic sampling - results from artificial populations, Forest Ecosystems, 10.1186/s40663-020-00223-6, 7, 1, (2020).
- E. Sabbi, M. Gennaro, J. Anderson, V. Bajaj, N. Bastian, J. S. Gallagher, M. Gieles, D. J. Lennon, A. Nota, K. C. Sahu, P. Zeidler, Time-domain Study of the Young Massive Cluster Westerlund 2 with the Hubble Space Telescope . I , The Astrophysical Journal, 10.3847/1538-4357/ab7372, 891, 2, (182), (2020).
- Hua Shu, Tao Pei, Ci Song, Xiao Chen, Sihui Guo, Yaxi Liu, Jie Chen, Xi Wang, Chenghu Zhou, L-function of geographical flows, International Journal of Geographical Information Science, 10.1080/13658816.2020.1749277, (1-28), (2020).
- Dylan S. Davis, Robert J. DiNapoli, Kristina Douglass, Integrating Point Process Models, Evolutionary Ecology and Traditional Knowledge Improves Landscape Archaeology—A Case from Southwest Madagascar, Geosciences, 10.3390/geosciences10080287, 10, 8, (287), (2020).
- Kaushi S. T. Kanankege, Julio Alvarez, Lin Zhang, Andres M. Perez, An Introductory Framework for Choosing Spatiotemporal Analytical Tools in Population-Level Eco-Epidemiological Research, Frontiers in Veterinary Science, 10.3389/fvets.2020.00339, 7, (2020).
- Robin L. McLachlan, Andrea S. Ogston, Nils E. Asp, Aaron T. Fricke, Charles A. Nittrouer, Carlos A. F. Schettini, Morphological evolution of a macrotidal back‐barrier environment: The Amazon Coast, Sedimentology, 10.1111/sed.12752, 0, 0, (2020).
- Shandukani R. Netshifhefhe, Frances D. Duncan, Ednah C. Kunjeku, Termite mound density and distribution patterns across three land‐use types in the Vhembe District of the Limpopo Province, South Africa, African Journal of Ecology, 10.1111/aje.12737, 0, 0, (2020).
- Dawei Wang, Qingxi Guo, Do smaller trees easily form a ring structure around larger trees in temperate forests?, Canadian Journal of Forest Research, 10.1139/cjfr-2019-0189, (1-7), (2020).
- Filippo Brandolini, Francesco Carrer, Terra, Silva et Paludes . Assessing the Role of Alluvial Geomorphology for Late-Holocene Settlement Strategies (Po Plain – N Italy) Through Point Pattern Analysis , Environmental Archaeology, 10.1080/14614103.2020.1740866, (1-15), (2020).
- Elzbieta Bielecka, Krzysztof Pokonieczny, Sylwia Borkowska, GIScience Theory Based Assessment of Spatial Disparity of Geodetic Control Points Location, ISPRS International Journal of Geo-Information, 10.3390/ijgi9030148, 9, 3, (148), (2020).
- Xiaofei Wang, Guang Zheng, Zengxin Yun, L. Monika Moskal, Characterizing Tree Spatial Distribution Patterns Using Discrete Aerial Lidar Data, Remote Sensing, 10.3390/rs12040712, 12, 4, (712), (2020).
- Liang Jiao, Fang Li, Xuerui Liu, Shengjie Wang, Yi Zhou, Fine-Scale Distribution Patterns of Phragmites australis Populations Across an Environmental Gradient in the Salt Marsh Wetland of Dunhuang, China, Sustainability, 10.3390/su12041671, 12, 4, (1671), (2020).
- Sai Xiao, Athanasios Kottas, Bruno Sansó, Hyotae Kim, Nonparametric Bayesian Modeling and Estimation for Renewal Processes, Technometrics, 10.1080/00401706.2019.1693428, (1-16), (2020).
- Álvaro Briz-Redón, Francisco Martínez-Ruiz, Francisco Montes, Adjusting the Knox test by accounting for spatio-temporal crime risk heterogeneity to analyse near-repeats, European Journal of Criminology, 10.1177/1477370820905106, (147737082090510), (2020).
- Mariem Ben-Said, Abdelilah Ghallab, Hajar Lamrhari, José Antonio Carreira, Juan Carlos Linares, Lahcen Taïqui, Characterizing spatial structure of Abies marocana forest through point pattern analysis, Forest Systems, 10.5424/fs/2020292-16754, 29, 2, (e014), (2020).
- Janel Davis, Yang Zhang, Sijia Yi, Fanfan Du, Ki-Hee Song, Evan A. Scott, Cheng Sun, Hao F. Zhang, Super-resolution imaging of self-assembled nanocarriers using quantitative spectroscopic analysis for cluster extraction, Langmuir, 10.1021/acs.langmuir.9b03149, (2020).
- Ying Ge, Yingxia Pu, Mengdi Sun, Alternative measure of border effects across regions: Ripley's K‐function method, Papers in Regional Science, 10.1111/pirs.12565, 0, 0, (2020).
- Suzan C. M. Trienekens, Wendi Shepherd, Richard G. Pebody, Punam Mangtani, Paul Cleary, Overrepresentation of South Asian ethnic groups among cases of influenza A(H1N1)pdm09 during the first phase of the 2009 pandemic in England, Influenza and Other Respiratory Viruses, 10.1111/irv.12801, 0, 0, (2020).
- Jalal Samia, Arnaud Temme, Arnold Bregt, Jakob Wallinga, Fausto Guzzetti, Francesca Ardizzone, Dynamic path-dependent landslide susceptibility modelling, Natural Hazards and Earth System Sciences, 10.5194/nhess-20-271-2020, 20, 1, (271-285), (2020).
- Ze Han, Wei Song, Identification and Geographic Distribution of Accommodation and Catering Centers, ISPRS International Journal of Geo-Information, 10.3390/ijgi9090546, 9, 9, (546), (2020).
- Gurprit Singh, Kartic Subr, David Coeurjolly, Victor Ostromoukhov, Wojciech Jarosz, Fourier Analysis of Correlated Monte Carlo Importance Sampling, Computer Graphics Forum, 10.1111/cgf.13613, 39, 1, (7-19), (2019).
- Cristina C. Bastias, Daniel A. Truchado, Fernando Valladares, Raquel Benavides, Olivier Bouriaud, Helge Bruelheide, Andrea Coppi, Leena Finér, Teresa E. Gimeno, Bogdan Jaroszewicz, Michael Scherer‐Lorenzen, Federico Selvi, Marcelino De la Cruz, Species richness influences the spatial distribution of trees in European forests, Oikos, 10.1111/oik.06776, 129, 3, (380-390), (2019).
- Philippe Marchand, Liza S. Comita, S. Joseph Wright, Richard Condit, Stephen P. Hubbell, Noelle G. Beckman, Seed‐to‐seedling transitions exhibit distance‐dependent mortality but no strong spacing effects in a Neotropical forest, Ecology, 10.1002/ecy.2926, 101, 2, (2019).
- Jonatan A. González, Ute Hahn, Jorge Mateu, Analysis of tornado reports through replicated spatiotemporal point patterns, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.1111/rssc.12375, 69, 1, (3-23), (2019).
- Juntao Lai, Guy Lansley, James Haworth, Tao Cheng, A name‐led approach to profile urban places based on geotagged Twitter data, Transactions in GIS, 10.1111/tgis.12599, 24, 4, (858-879), (2019).
- Ying Ge, Mengdi Sun, Yingxia Pu, Geographic information system‐based edge effect correction for Ripley's K‐function under irregular boundaries, Geographical Research, 10.1111/1745-5871.12363, 57, 4, (436-447), (2019).
- Carlos A. Silva, Ruben Valbuena, Ekena R. Pinagé, Midhun Mohan, Danilo R. A. Almeida, Eben North Broadbent, Wan Shafrina Wan Mohd Jaafar, Daniel Papa, Adrian Cardil, Carine Klauberg, ForestGapR: An r Package for forest gap analysis from canopy height models, Methods in Ecology and Evolution, 10.1111/2041-210X.13211, 10, 8, (1347-1356), (2019).
- Irene Calderón‐Sanou, Luis Diego Ríos, Alfredo Cascante‐Marín, Gilbert Barrantes, Eric J. Fuchs, The effect of conspecific density, herbivory, and bamboo on seedling dynamics of a dominant oak in a Neotropical highland forest, Biotropica, 10.1111/btp.12714, 51, 6, (817-825), (2019).
- Dip Das, Tridib Kumar Mondal, Md. Sakawat Hossain, Quantification of Quartz Reefs and Mafic Dykes of Bundelkhand, Craton, Central India: A Study Based on Spatial and Fractal Analysis, Journal of the Geological Society of India, 10.1007/s12594-019-1301-y, 94, 3, (227-237), (2019).
- Lingxiao Tan, Kwang-Jin Cho, Walaa E. Kattan, Christian M. Garrido, Yong Zhou, Pratik Neupane, Robert J. Capon, John F. Hancock, Acylpeptide hydrolase is a novel regulator of KRAS plasma membrane localization and function, Journal of Cell Science, 10.1242/jcs.232132, 132, 15, (jcs232132), (2019).
- Anca F. Savulescu, Robyn Brackin, Emmanuel Bouilhol, Benjamin Dartigues, Jonathan H. Warrell, Mafalda R. Pimentel, Stephane Dallongeville, Jan Schmoranzer, Jean-Christophe Olivo-Marin, Edgar R. Gomes, Macha Nikolski, Musa Mhlanga, DypFISH: Dynamic Patterned FISH to Interrogate RNA and Protein Spatial and Temporal Subcellular Distribution, SSRN Electronic Journal, 10.2139/ssrn.3323373, (2019).
- Michael Z. McIntire, George W. Bergantz, Jillian M. Schleicher, On the hydrodynamics of crystal clustering, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 10.1098/rsta.2018.0015, 377, 2139, (20180015), (2019).
- Ozer Ozdikis, Heri Ramampiaro, Kjetil Nørvåg, Locality-adapted kernel densities of term co-occurrences for location prediction of tweets, Information Processing & Management, 10.1016/j.ipm.2019.02.013, 56, 4, (1280-1299), (2019).
- TL Silva, G Fay, TA Mooney, J Robbins, MT Weinrich, CD Carson, TVN Cole, MA Thompson, DN Wiley, Habitat use of toothed whales in a marine protected area based on point process models, Marine Ecology Progress Series, 10.3354/meps12820, 609, (239-256), (2019).
- Hoai Nguyen Huynh, Continuum Percolation and Spatial Point Pattern in Application to Urban Morphology, The Mathematics of Urban Morphology, 10.1007/978-3-030-12381-9_18, (411-429), (2019).
- undefined Zhang, undefined Shen, undefined Yang, undefined Ma, undefined Duan, undefined Li, Spatial Patterns in Different Stages of Regeneration after Clear-Cutting of a Black Locust Forest in Central China, Forests, 10.3390/f10121066, 10, 12, (1066), (2019).
- undefined Knapp, undefined Webster, undefined Kern, The Composition and Height of Saplings Capturing Silvicultural Gaps at Two Long-Term Experiments in Managed Northern Hardwood Forests, Forests, 10.3390/f10100855, 10, 10, (855), (2019).
- Yi Ruan, Ping Yin, Fei Li, Dongmei Li, Qiang Lin, Kan Li, The Accuracy of Determining Cluster Size by Analyzing Ripley’s K Function in Single Molecule Localization Microscopy, Applied Sciences, 10.3390/app9163271, 9, 16, (3271), (2019).
- Warren Colomb, Matthew Osmond, Charles Durfee, Melissa D. Krebs, Susanta K. Sarkar, Imaging and Analysis of Cellular Locations in Three-Dimensional Tissue Models, Microscopy and Microanalysis, 10.1017/S1431927619000102, (1-9), (2019).
- Wolfgang B. Hamer, Daniel Knitter, Sonja B. Grimm, Benjamin Serbe, Berit Valentin Eriksen, Oliver Nakoinz, Rainer Duttmann, Location Modeling of Final Palaeolithic Sites in Northern Germany, Geosciences, 10.3390/geosciences9100430, 9, 10, (430), (2019).
- Ci Song, Tao Pei, Decomposition of Repulsive Clusters in Complex Point Processes with Heterogeneous Components, ISPRS International Journal of Geo-Information, 10.3390/ijgi8080326, 8, 8, (326), (2019).
- Andrew P Proudian, Matthew B Jaskot, David R. Diercks, Brian P. Gorman, Jeramy D Zimmerman, Atom Probe Tomography of Molecular Organic Materials: Sub-Dalton Nanometer-Scale Quantification, Chemistry of Materials, 10.1021/acs.chemmater.8b04476, (2019).
- Götz Pilarczyk, Franziska Papenfuß, Felix Bestvater, Michael Hausmann, Spatial Arrangements of Connexin43 in Cancer Related Cells and Re-Arrangements under Treatment Conditions: Investigations on the Nano-Scale by Super-Resolution Localization Light Microscopy, Cancers, 10.3390/cancers11030301, 11, 3, (301), (2019).
- Ran Tao, Jean-Claude Thill, Flow Cross K-function: a bivariate flow analytical method, International Journal of Geographical Information Science, 10.1080/13658816.2019.1608362, (1-17), (2019).
- Murat Nas, Abdollah Jalilian, Yusuf Bayrak, Spatiotemporal Comparison of Declustered Catalogs of Earthquakes in Turkey, Pure and Applied Geophysics, 10.1007/s00024-018-2081-9, (2019).
- Chenlong Li, Zhanjie Song, Wenjun Wang, Space–time inhomogeneous background intensity estimators for semi-parametric space–time self-exciting point process models, Annals of the Institute of Statistical Mathematics, 10.1007/s10463-019-00715-5, (2019).
- Reena Patel, Guillermo Riveros, David Thompson, Edward Perkins, Jan Jeffery Hoover, John Peters, Antoinette Tordesillas, A Transdisciplinary Approach for Analyzing Stress Flow Patterns in Biostructures, Mathematical and Computational Applications, 10.3390/mca24020047, 24, 2, (47), (2019).
- Philippa R. Kennedy, Charlotte Barthen, David J. Williamson, Daniel M. Davis, HLA-B and HLA-C Differ in Their Nanoscale Organization at Cell Surfaces, Frontiers in Immunology, 10.3389/fimmu.2019.00061, 10, (2019).
- J. W. Hart, T. A. Waigh, J. L. Lu, I. S. Roberts, Microrheology and Spatial Heterogeneity of Staphylococcus aureus Biofilms Modulated by Hydrodynamic Shear and Biofilm-Degrading Enzymes , Langmuir, 10.1021/acs.langmuir.8b04252, (2019).
- Patrick L. Taggart, Mark A. Stevenson, Simon M. Firestone, Milton M. McAllister, Charles G. B. Caraguel, Spatial Analysis of a Cat-Borne Disease Reveals That Soil pH and Clay Content Are Risk Factors for Sarcocystosis in Sheep, Frontiers in Veterinary Science, 10.3389/fvets.2019.00127, 6, (2019).
- Hua Shu, Tao Pei, Ci Song, Ting Ma, Yunyan Du, Zide Fan, Sihui Guo, Quantifying the spatial heterogeneity of points, International Journal of Geographical Information Science, 10.1080/13658816.2019.1577432, (2019).
- Simon Orozco-Arias, Ana María Núñez-Rincón, Reinel Tabares-Soto, Diana López-Álvarez, Worldwide co-occurrence analysis of 17 species of the genus Brachypodium using data mining , PeerJ, 10.7717/peerj.6193, 6, (e6193), (2019).
- M. Mehdi Moradi, Jorge Mateu, First and second-order characteristics of spatio-temporal point processes on linear networks, Journal of Computational and Graphical Statistics, 10.1080/10618600.2019.1694524, (1-28), (2019).
- R Peters, J Griffié, D J Williamson, J Aaron, S Khuon, D M Owen, Development of 2-colour and 3D SMLM data analysis methods for fibrous spatial point patterns, Journal of Physics D: Applied Physics, 10.1088/1361-6463/aae7ac, 52, 1, (014005), (2018).
- Henrik Persson, Wojciech Potrzebowski, Katarzyna Potrzebowska, Lena M. Svensson, Spatial mapping of affinity changes for the integrin LFA‐1 during cell migration using clusters identified based on local density, Journal of Biophotonics, 10.1002/jbio.201800080, 12, 3, (2018).
- Yulong Su, Carl Pelz, Tao Huang, Kristof Torkenczy, Xiaoyan Wang, Allison Cherry, Colin J. Daniel, Juan Liang, Xiaolin Nan, Mu-Shui Dai, Andrew Adey, Soren Impey, Rosalie C. Sears, Post-translational modification localizes MYC to the nuclear pore basket to regulate a subset of target genes involved in cellular responses to environmental signals, Genes & Development, 10.1101/gad.314377.118, 32, 21-22, (1398-1419), (2018).
- Pier Luigi Bragato, Correlation between Seismic and Volcanic Activity at a Large Spatial Scale in Italy: Examples from the Neapolitan Volcanic District (Vesuvius Volcano, Southern Italy), Volcanoes - Geological and Geophysical Setting, Theoretical Aspects and Numerical Modeling, Applications to Industry and Their Impact on the Human Health, 10.5772/intechopen.68230, (2018).
- Ramesh Talreja, 2.8 Multiscale Modeling, Comprehensive Composite Materials II, 10.1016/B978-0-12-803581-8.09908-2, (148-166), (2018).
- Dmitri Sisario, Simon Memmel, Sören Doose, Julia Neubauer, Heiko Zimmermann, Michael Flentje, Cholpon S. Djuzenova, Markus Sauer, Vladimir L. Sukhorukov, Nanostructure of DNA repair foci revealed by superresolution microscopy, The FASEB Journal, 10.1096/fj.201701435, 32, 12, (6469-6477), (2018).
- Tomasz Kossowski, Jan Hauke, SPAG: A New Measure of Spatial Agglomeration. Theoretical Background and Empirical Examples, Quaestiones Geographicae, 10.2478/quageo-2018-0041, 37, 4, (33-42), (2018).
- Yukio Sadahiro, Descriptive Measures of Point Distributions Summarized with Respect to Spatial Scale in Visualization, Cartographica: The International Journal for Geographic Information and Geovisualization, 10.3138/cart.53.3.2017-0023, 53, 3, (185-202), (2018).
- Bo Yang, G. R. Shi, Sangmin Lee, Mao Luo, Co-occurrence patterns of ice-rafted dropstones and brachiopods in the Middle Permian Wandrawandian Siltstone of the southern Sydney Basin (southeastern Australia) and palaeoecological implications, Journal of the Geological Society, 10.1144/jgs2018-010, 175, 5, (850-864), (2018).
- Wang Xuan, Wang Xin Ting, Liang Cun Zhu, Niu Yong Mei, Nitrogen deposition changes the distribution of key plant species in the meadow steppe in Hulunbeier, China, The Rangeland Journal, 10.1071/RJ16075, 40, 2, (129), (2018).
- Parveen K. Chhetri, David M. Cairns, Low recruitment above treeline indicates treeline stability under changing climate in Dhorpatan Hunting Reserve, Western Nepal, Physical Geography, 10.1080/02723646.2018.1428266, 39, 4, (329-342), (2018).
- K. C. Santosh, Sameer Antani, Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities?, IEEE Transactions on Medical Imaging, 10.1109/TMI.2017.2775636, 37, 5, (1168-1177), (2018).
- Anthony Mandow, Jesus Morales, Jose Antonio Gomez-Ruiz, Alfonso J. Garcia-Cerezo, undefined, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 10.1109/IROS.2018.8593916, (4788-4793), (2018).
- Discussion of the Paper by Grenander and Miller, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1994.tb02001.x, 56, 4, (581-603), (2018).
- Dale L. Zimmerman, A Bivariate Cramér–Von Mises Type of Test for Spatial Randomness, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2347408, 42, 1, (43-54), (2018).
- Discussion of the Paper by Vardi and Lee, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1993.tb01926.x, 55, 3, (599-612), (2018).
- Ruey S. Tsay, Model Checking Via Parametric Bootstraps in Time Series Analysis, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2347612, 41, 1, (1-15), (2018).
- Discussion of the Paper by Ramsay and Dalzell, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1991.tb01845.x, 53, 3, (561-572), (2018).
- Ayala Cohen, Graphical Methods for Testing the Equality of Several Correlated Variances, Journal of the Royal Statistical Society: Series D (The Statistician), 10.2307/2348193, 39, 1, (43-52), (2018).
- Chris Robertson, A Matrix Regression Model for the Transition Probabilities in a Finite State Stochastic Process, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2347807, 39, 1, (1-19), (2018).
- Jack Cuzick, Robert Edwards, Spatial Clustering for Inhomogeneous Populations, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1990.tb01773.x, 52, 1, (73-96), (2018).
- Mark Berman, Peter Diggle, Estimating Weighted Integrals of the Second‐Order Intensity of a Spatial Point Process, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1989.tb01750.x, 51, 1, (81-92), (2018).
- Adrian E. Raftery, Analysis of a Simple Debugging Model, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2347490, 37, 1, (12-22), (2018).
- Discussion of the Paper by Dr Brewer and Professor Mead, Journal of the Royal Statistical Society: Series A (General), 10.1111/j.2397-2327.1986.tb00431.x, 149, 4, (337-348), (2018).
- Yosihiko Ogata, Masaharu Tanemura, Likelihood Analysis of Spatial Point Patterns, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1984.tb01322.x, 46, 3, (496-518), (2018).
- R. D. Harkness, Valerie Isham, A Bivariate Spatial Point Pattern of Ants' Nests, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2347952, 32, 3, (293-303), (2018).
- Peter J. Diggle, Robin K. Milne, Bivariate Cox Processes: Some Models for Bivariate Spatial Point Patterns, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1983.tb01224.x, 45, 1, (11-21), (2018).
- A. C. Atkinson, Regression Diagnostics, Transformations and Constructed Variables, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1982.tb01181.x, 44, 1, (1-22), (2018).
- B. D. Ripley, Simulating Spatial Patterns: Dependent Samples from a Multivariate Density, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2346831, 28, 1, (109-112), (2018).
- F. H. C. Marriott, Barnard's Monte Carlo Tests: How Many Simulations?, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2346816, 28, 1, (75-77), (2018).
- B. D. Ripley, Tests of 'Randomness' for Spatial Point Patterns, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1979.tb01091.x, 41, 3, (368-374), (2018).
- Julian Besag, Peter J. Diggle, Simple Monte Carlo Tests for Spatial Pattern, Journal of the Royal Statistical Society: Series C (Applied Statistics), 10.2307/2346974, 26, 3, (327-333), (2018).
- Denis Mollison, Spatial Contact Models for Ecological and Epidemic Spread, Journal of the Royal Statistical Society: Series B (Methodological), 10.1111/j.2517-6161.1977.tb01627.x, 39, 3, (283-313), (2018).
- Pablo Ramón, Eduardo Velázquez, Adrián Escudero, Marcelino de la Cruz, Environmental heterogeneity blurs the signature of dispersal syndromes on spatial patterns of woody species in a moist tropical forest, PLOS ONE, 10.1371/journal.pone.0192341, 13, 2, (e0192341), (2018).
- Long Tao, Karoline E. Weber, Kensuke Arai, Uri T. Eden, A common goodness-of-fit framework for neural population models using marked point process time-rescaling, Journal of Computational Neuroscience, 10.1007/s10827-018-0698-4, (2018).
- Michael R. Desjardins, Alexander Hohl, Adam Griffith, Eric Delmelle, A space–time parallel framework for fine-scale visualization of pollen levels across the Eastern United States, Cartography and Geographic Information Science, 10.1080/15230406.2018.1515664, (1-13), (2018).
- Geraldo Braz Junior, Simara V. da Rocha, João D. S. de Almeida, Anselmo C. de Paiva, Aristófanes C. Silva, Marcelo Gattass, Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry, Multimedia Tools and Applications, 10.1007/s11042-018-6259-z, (2018).
- Michael L. Larsen, Raymond A. Shaw, A method for computing the three-dimensional radial distribution function of cloud particles from holographic images, Atmospheric Measurement Techniques, 10.5194/amt-11-4261-2018, 11, 7, (4261-4272), (2018).
- Kenichi Yazaki, Takuma Takanashi, Natsumi Kanzaki, Masabumi Komatsu, Delphis F Levia, Daisuke Kabeya, Hiroyuki Tobita, Mitsutoshi Kitao, Atsushi Ishida, Pine wilt disease causes cavitation around the resin canals and irrecoverable xylem conduit dysfunction, Journal of Experimental Botany, 10.1093/jxb/erx417, 69, 3, (589-602), (2017).
- A. Davarpanah, H. A. Babaie, D. Dai, Spatial autocorrelation of Neogene-Quaternary lava along the Snake River Plain, Idaho, USA, Earth Science Informatics, 10.1007/s12145-017-0315-5, 11, 1, (59-75), (2017).
- Weidong Cao, Yingying Li, Jianquan Cheng, Steven Millington, Location patterns of urban industry in Shanghai and implications for sustainability, Journal of Geographical Sciences, 10.1007/s11442-017-1410-8, 27, 7, (857-878), (2017).
- Naohisa WADA, Nobuhiro MANO, Yukio YANAGISAWA, Tsukasa MORI, Occurrence of coral diseases at Akajima, Okinawa, Japan in 2010 and 2011, Galaxea, Journal of Coral Reef Studies, 10.3755/galaxea.19.1_35, 19, 1, (35-44), (2017).
- Michael Nalisnik, Mohamed Amgad, Sanghoon Lee, Sameer H. Halani, Jose Enrique Velazquez Vega, Daniel J. Brat, David A. Gutman, Lee A. D. Cooper, Interactive phenotyping of large-scale histology imaging data with HistomicsML, Scientific Reports, 10.1038/s41598-017-15092-3, 7, 1, (2017).
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