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Functional principal component analysis for incomplete space–time data Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-03-16
Abstract Environmental signals, acquired, e.g., by remote sensing, often present large gaps of missing observations in space and time. In this work, we present an innovative approach to identify the main variability patterns, in space–time data, when data may be affected by complex missing data structures. We formalize the problem in the framework of functional data analysis, proposing an innovative
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A functional regression model for the retrospective assessment of asbestos exposure among Venetian dock workers Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-03-15 Paolo Girardi, Vera Comiati, Veronica Casotto, Maria Nicoletta Ballarin, Enzo Merler, Ugo Fedeli
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ARPALData: an R package for retrieving and analyzing air quality and weather data from ARPA Lombardia (Italy) Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-03-01 Paolo Maranzano, Andrea Algieri
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Space-time clustering of seismic events in Chile using ST-DBSCAN-EV algorithm Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-27 Orietta Nicolis, Luis Delgado, Billy Peralta, Mailiu Díaz, Marcello Chiodi
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Air pollution in Venice and in its mainland: a first assessment of air quality control policies Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-26 Ilaria Prosdocimi, Mauro Masiol, Giuseppe Tattara
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Assessment of extreme records in environmental data through the study of stochastic orders for scale mixtures of skew normal vectors Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-18 Jorge M Arevalillo, Jorge Navarro
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Robust variable selection with exponential squared loss for the partially linear varying coefficient spatial autoregressive model Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-13
Abstract The partially linear varying coefficient spatial autoregressive model is a semi-parametric spatial autoregressive model in which the coefficients of some explanatory variables are variable, while the coefficients of the remaining explanatory variables are constant. For the nonparametric part, a local linear smoothing method is used to estimate the vector of coefficient functions in the model
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Mutual interference as a factor for the cooccurrence and population dynamics of insect predator and mosquito prey system: validating through models Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-13 Sabarni Chakraborty, Sampa Banerjee, Shreya Brahma, Nabaneeta Saha, Goutam K. Saha, Gautam Aditya
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Severe convective storms’ reproduction: empirical analysis from the marked self-exciting point processes point of view Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-10
Abstract The paper focuses on the evaluation of hailstorms’ and thunderstorms winds’ events in the United States of America, in the period from 1996 to 2022, under the marked spatio-temporal self-exciting point processes point of view. The aim of the present article is the assessment and description of the spatio-temporal spontaneous and reproducing activity of severe hailstorms’ and thunderstorms
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A direct approach of causal detection for agriculture related variables via spatial and temporal non-parametric analysis Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-06 Ray-Ming Chen
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Spatiotemporal modelling of $$\hbox {PM}_{2.5}$$ concentrations in Lombardy (Italy): a comparative study Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-02-01 Philipp Otto, Alessandro Fusta Moro, Jacopo Rodeschini, Qendrim Shaboviq, Rosaria Ignaccolo, Natalia Golini, Michela Cameletti, Paolo Maranzano, Francesco Finazzi, Alessandro Fassò
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Discrete Beta and Shifted Beta-Binomial models for rating and ranking data Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-01-27 Mariangela Sciandra, Salvatore Fasola, Alessandro Albano, Chiara Di Maria, Antonella Plaia
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Advances in Kth nearest-neighbour clutter removal Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-01-24 Nicoletta D’Angelo
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Logistic regression versus XGBoost for detecting burned areas using satellite images Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-01-20
Abstract Classical statistical methods prove advantageous for small datasets, whereas machine learning algorithms can excel with larger datasets. Our paper challenges this conventional wisdom by addressing a highly significant problem: the identification of burned areas through satellite imagery, that is a clear example of imbalanced data. The methods are illustrated in the North-Central Portugal and
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Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks Environ. Ecol. Stat. (IF 3.8) Pub Date : 2024-01-09 Rosa F. Ropero, M. Julia Flores, Rafael Rumí
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A zero-inflated model for spatiotemporal count data with extra zeros: application to 1950–2015 tornado data in Kansas Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-12-23 Hong-Ding Yang, Audrey Chang, Wei-Wen Hsu, Chun-Shu Chen
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Are the income and price elasticities of economy-wide electricity demand in middle-income countries time-varying? Evidence from panels and individual countries Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-11-30 Brantley Liddle, Fakhri Hasanov
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Trade-off between efficiency and variance estimation of spatially balanced augmented samples Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-11-29 Omer Ozturk, Blair L. Robertson, Olena Kravchuk, Jennifer Brown
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Some statistical problems involved in forecasting and estimating the spread of SARS-CoV-2 using Hawkes point processes and SEIR models Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-11-29 Frederic Schoenberg
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Space-time multi-level modeling for zooplankton abundance employing double data fusion and calibration Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-11-22 Jorge Castillo-Mateo, Alan E. Gelfand, Christine A. Hudak, Charles A. Mayo, Robert S. Schick
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Finding the number of latent states in hidden Markov models using information criteria Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-11-22 Jodie Buckby, Ting Wang, David Fletcher, Jiancang Zhuang, Akiko Takeo, Kazushige Obara
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Bayesian spatio-temporal model with INLA for dengue fever risk prediction in Costa Rica Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-11-01 Shu Wei Chou-Chen, Luis A. Barboza, Paola Vásquez, Yury E. García, Juan G. Calvo, Hugo G. Hidalgo, Fabio Sanchez
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The wrapped XLindley distribution Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-10-31 E. Zinhom, M. M. Nassar, S. S. Radwan, A. Elmasry
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Functional and variables selection in extreme value models for regional flood frequency analysis Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-10-27 Aldo Gardini
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Model-based surveillance system design under practical constraints with application to white-nose syndrome Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-10-25 Gina Oh, Srikanth Aravamuthan, Ting Fung Ma, Juan Francisco Mandujano Reyes, Anne Ballmann, Trevor Hefley, Ian McGahan, Robin Russell, Daniel P. Walsh, Jun Zhu
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Robust segmented regression: application to oxygen uptake plateau identification Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-09-24 Alessandro J. Q. Sarnaglia, Fabio A. Fajardo Molinares, Paulo H. S. M. Azevedo
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Spatio-temporal joint modelling on moderate and extreme air pollution in Spain Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-09-08 Kai Wang, Chengxiu Ling, Ying Chen, Zhengjun Zhang
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Application of the class-balancing strategies with bootstrapping for fitting logistic regression models for post-fire tree mortality in South Korea Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-08-27 Kyungrok Hwang, Wonseok Kang, Yugyeong Jung
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Estimation of the non-linear parameter in Generalised Diversity-Interactions models is unaffected by change in structure of the interaction terms Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-08-06 Rishabh Vishwakarma, Laura Byrne, John Connolly, Rafael de Andrade Moral, Caroline Brophy
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Research on hybrid electricity demand forecasting system based on sunflower optimization and completely non-recursive decomposition strategy Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-07-30 Yuqi Dong, Jianzhou Wang
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Model-based entropy estimation for data with covariates and dependence structures Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-07-19 Linda Altieri, Daniela Cocchi, Massimo Ventrucci
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Joint multivariate and functional modeling for plant traits and reflectances Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-07-20 Philip A. White, Michael F. Christensen, Henry Frye, Alan E. Gelfand, John A. Silander
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An accuracy assessment of three forest cover databases in Colombia Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-07-19 Perla Rivadeneyra García, Luisa Scaccia, Luca Salvati
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Time series clustering using trend, seasonal and autoregressive components to identify maximum temperature patterns in the Iberian Peninsula Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-07-15 Arnobio Palacios Gutiérrez, Jose Luis Valencia Delfa, María Villeta López
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Parameterizing Lognormal state space models using moment matching Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-07-15 John W. Smith, R. Quinn Thomas, Leah R. Johnson
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Control chart for monitoring zero-or-one inflated double-bounded environmental processes Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-06-27 Luiz Medeiros Araujo Lima–Filho, Tarciana Liberal Pereira, Fábio M. Bayer, Tatiene Correia de Souza, Marcelo Bourguignon
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Prediction of agricultural grey water footprint in Henan Province based on GM(1,N)-BP neural network Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-06-24 Wenyan Li, Bingjun Li, Wenya Ma
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CEEMD-LASSO-ELM nonlinear combined model of air quality index prediction for four cities in China Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-06-20 Suling Zhu, Peiqi Wang, Ruyi Wang, Min Li, Jinxing Che, Xinlu Wang
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A simple and robust approach to Bayesian modelling of overdispersed data Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-06-12 David Fletcher, Peter W. Dillingham, Matthew Parry
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A bimodal model for extremes data Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-06-09 Cira E. G. Otiniano, Bianca S. Paiva, Roberto Vila, Marcelo Bourguignon
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Modeling the biological growth with a random logistic differential equation Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-06-04 Arelly Ornelas, Francisco Delgado-Vences, Enrique Morales-Bojórquez, Victor Hugo Cruz-Escalona, Emigdio Marín-Enríquez, Claudia J. Hernández-Camacho
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Modelling local climate change using site-based data Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-06-03 Isabella Morlini, Maria Franco-Villoria, Stefano Orlandini
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A Gibbs sampler for multi-species occupancy models Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-05-30 Allan Ernest Clark, Res Altwegg
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A multi-dimensional non-homogeneous Markov chain of order K to jointly study multi-pollutant exceedances Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-04-13 Marco A. Gallegos-Herrada, Eliane R. Rodrigues, Mario H. Tarumoto, Guadalupe Tzintzun
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Influence diagnostics in Gaussian spatial–temporal linear models with separable covariance Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-04-01 Juan Carlos Saavedra-Nievas, Orietta Nicolis, Manuel Galea, Germán Ibacache-Pulgar
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Design-based spatial interpolation with data driven selection of the smoothing parameter Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-02-16 Lorenzo Fattorini, Sara Franceschi, Marzia Marcheselli, Caterina Pisani, Luca Pratelli
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Measuring differences in efficiency in waste collection and disposal services from the EU targets in Campania municipalities Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-01-11 Aniello Ferraro, Antonio Garofalo, Katia Marchesano
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Impact of social integration and government support on ecological immigrants’ vulnerability to poverty Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-01-09 Xiaoli Guo, Xiandong Li, Lutang Li, Xinghua Wang
This study identifies ways to help ecological immigrants adapt—socially, economically, psychologically, and culturally—to life in the resettlement location and thereby reduce the probability of their poverty or return to poverty, which is the main concern of immigrants relocating from the Qinba mountainous area of China. Using field survey data from ecological immigrant households in Southern Shaanxi
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The effect of financial development and economic growth on ecological footprint in Azerbaijan: an ARDL bound test approach with structural breaks Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-01-07 Samet Acar, Nurullah Altıntaş, Vügar Haziyev
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The impacts of migrants on environmental degradation in developing countries Environ. Ecol. Stat. (IF 3.8) Pub Date : 2023-01-06 Yogeeswari Subramaniam, Tajul Ariffin Masron, Nanthakumar Loganathan
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Effects of choice of baseline on the uncertainty of population and biodiversity indices Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-11-21 Jonas Knape
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Free-ranging dogs’ lifetime estimated by an approach for long-term survival data with dependent censoring Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-09-30 Silvana Schneider, Fábio Demarqui, Eduardo de Freitas Costa
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Testing environmental effects on taxonomic composition with canonical correspondence analysis: alternative permutation tests are not equal Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-09-13 Cajo J. F. ter Braak, Dennis E. te Beest
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Some efficient closed-form estimators of the parameters of the generalized Pareto distribution Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-09-12 Steven G. From, Suthakaran Ratnasingam
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Assessing the effects of multivariate functional outlier identification and sample robustification on identifying critical PM2.5 air pollution episodes in Medellín, Colombia Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-09-07 Luis Miguel Roldán-Alzate, Francisco Zuluaga
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Bayesian multi-species N-mixture models for unmarked animal communities Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-09-05 Niamh Mimnagh, Andrew Parnell, Estevão Prado, Rafael de Andrade Moral
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Fast estimation and choice of confidence interval methods for step regression Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-09-06 Shuangcheng Hua, Youyi Fong, Jarrod Kath
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Exploring land use determinants in Italian municipalities: comparison of spatial econometric models Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-07-17 Gennaro Punzo, Rosalia Castellano, Emma Bruno
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Evaluation of ecological security for the Association of Southeast Asian Nations-5 countries: new evidence from the RALS unit root test Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-07-14 N. Melis Esenyel İçen, Hüseyin İçen, Gizem Uzuner
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Extending null scenarios with Faddy distributions in a probabilistic randomization protocol for presence-absence data Environ. Ecol. Stat. (IF 3.8) Pub Date : 2022-07-06 Jorge A. Navarro Alberto, Bryan F. J. Manly, Ken Gerow