Cargando…

Estimating Spatial and Temporal Trends in Environmental Indices Based on Satellite Data: A Two-Step Approach

This paper presents a method for employing satellite data to evaluate spatial and temporal patterns in environmental indices of interest. In the first step, linear regression coefficients are extracted for each area in the image. These coefficients are then employed as a response variable in a boost...

Descripción completa

Detalles Bibliográficos
Autores principales:	Colin, Brigitte, Mengersen, Kerrie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359653/ https://www.ncbi.nlm.nih.gov/pubmed/30658405 http://dx.doi.org/10.3390/s19020361

Ejemplares similares

Socio-environmental drivers and suicide in Australia: Bayesian spatial analysis
por: Qi, Xin, et al.
Publicado: (2014)

Evaluating the impact of a small number of areas on spatial estimation
por: Aswi, Aswi, et al.
Publicado: (2020)

10-year spatial and temporal trends of PM(2.5) concentrations in the southeastern US estimated using high-resolution satellite data
por: Hu, X., et al.
Publicado: (2014)

Spatial modelling of type II diabetes outcomes: a systematic review of approaches used
por: Baker, Jannah, et al.
Publicado: (2015)

The Impact of Spatial Scales and Spatial Smoothing on the Outcome of Bayesian Spatial Model
por: Kang, Su Yun, et al.
Publicado: (2013)

Spatial and Temporal Patterns of Locally-Acquired Dengue Transmission in Northern Queensland, Australia, 1993–2012
por: Naish, Suchithra, et al.
Publicado: (2014)

Development of the Australian Cancer Atlas: spatial modelling, visualisation, and reporting of estimates
por: Duncan, Earl W., et al.
Publicado: (2019)

Change Point Estimation in Monitoring Survival Time
por: Assareh, Hassan, et al.
Publicado: (2012)

Mixtures: Estimation and Applications
por: Mengersen, Kerrie, et al.
Publicado: (2011)

Bayesian spatial and spatio-temporal approaches to modelling dengue fever: a systematic review
por: Aswi, A., et al.
Publicado: (2018)

Missing in space: an evaluation of imputation methods for missing data in spatial analysis of risk factors for type II diabetes
por: Baker, Jannah, et al.
Publicado: (2014)

Use of mixed-type data clustering algorithm for characterizing temporal and spatial distribution of biosecurity border detections of terrestrial non-indigenous species
por: Kachigunda, Barbara, et al.
Publicado: (2022)

Comparing Bayesian spatial models: Goodness-of-smoothing criteria for assessing under- and over-smoothing
por: Duncan, Earl W., et al.
Publicado: (2020)

Estimating Regional Spatial and Temporal Variability of PM(2.5) Concentrations Using Satellite Data, Meteorology, and Land Use Information
por: Liu, Yang, et al.
Publicado: (2009)

Ultrahigh Dimensional Variable Selection for Interpolation of Point Referenced Spatial Data: A Digital Soil Mapping Case Study
por: Fitzpatrick, Benjamin R., et al.
Publicado: (2016)

Spatio-Temporal Patterns of Barmah Forest Virus Disease in Queensland, Australia
por: Naish, Suchithra, et al.
Publicado: (2011)

Evaluation of spatial Bayesian Empirical Likelihood models in analysis of small area data
por: Jahan, Farzana, et al.
Publicado: (2022)

A Four Dimensional Spatio-Temporal Analysis of an Agricultural Dataset
por: Donald, Margaret R., et al.
Publicado: (2015)

Bayesian spatiotemporal modelling for identifying unusual and unstable trends in mammography utilisation
por: Duncan, Earl W, et al.
Publicado: (2016)

Spatial smoothing in Bayesian models: a comparison of weights matrix specifications and their impact on inference
por: Duncan, Earl W., et al.
Publicado: (2017)

Leptospirosis, Climate and Satellite-based Environmental Factors: A Temporal Modeling
por: Dhewantara, Pandji W., et al.
Publicado: (2019)

Bias correction and spatial disaggregation of satellite-based data for the detection of rainfall seasonality indices()()
por: Atiah, Winifred Ayinpogbilla, et al.
Publicado: (2023)

Spatial Patterns and Socioecological Drivers of Dengue Fever Transmission in Queensland, Australia
por: Hu, Wenbiao, et al.
Publicado: (2011)

The environmental two-step.
Publicado: (1996)

Integrating environmental and satellite data to estimate county-level cotton yield in Xinjiang Province
por: Lang, Ping, et al.
Publicado: (2023)

Temporal and Spatial Differentiations in Environmental Governance
por: Peng, Benhong, et al.
Publicado: (2018)

Spatial and temporal estimates of population exposure to wildfire smoke during the Washington state 2012 wildfire season using blended model, satellite, and in situ data
por: Lassman, William, et al.
Publicado: (2017)

Higher temporal evapotranspiration estimation with improved SEBS model from geostationary meteorological satellite data
por: Zhao, Jing, et al.
Publicado: (2019)

Spatial and Temporal Variations of Satellite-Derived Multi-Year Particulate Data of Saudi Arabia: An Exploratory Analysis
por: Aina, Yusuf A., et al.
Publicado: (2014)

Spatial Prediction of N(2)O Emissions in Pasture: A Bayesian Model Averaging Analysis
por: Huang, Xiaodong, et al.
Publicado: (2013)

Spatial statistical machine learning models to assess the relationship between development vulnerabilities and educational factors in children in Queensland, Australia
por: Draidi Areed, Wala, et al.
Publicado: (2022)

The Spatial and Temporal Influence of Cloud Cover on Satellite-Based Emergency Mapping of Earthquake Disasters
por: Robinson, Tom R., et al.
Publicado: (2019)

Impact of Spatial LAI Heterogeneity on Estimate of Directional Gap Fraction from SPOT-Satellite Data
por: Ma, Lingling, et al.
Publicado: (2008)

Temporal Trends in Satellite-Derived Erythemal UVB and Implications for Ambient Sun Exposure Assessment
por: Langston, Marvin, et al.
Publicado: (2017)

Estimating a novel stochastic model for within-field disease dynamics of banana bunchy top virus via approximate Bayesian computation
por: Varghese, Abhishek, et al.
Publicado: (2020)

“Urban-Satellite” estimates in the ABCD Study: Linking Neuroimaging and Mental Health to Satellite Imagery Measurements of Macro Environmental Factors
por: Goldblatt, Ran, et al.
Publicado: (2023)

Spatial and Temporal Trends of Global Pollination Benefit
por: Lautenbach, Sven, et al.
Publicado: (2012)

Recent Spatial and Temporal Trends of Malaria in Korea
por: Kim, Yeong Hoon, et al.
Publicado: (2021)

Spatial and temporal Antarctic Ice Sheet mass trends, glacio‐isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS data
por: Martín‐Español, Alba, et al.
Publicado: (2016)

Augmenting GPS IWV estimations using spatio-temporal cloud distribution extracted from satellite data
por: Leontiev, Anton, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_fqchubjlm2dl6g3cceedelu88r