标题
Which spatial interpolators I should use? A case study applying to marine species
作者
关键词
Spatial interpolation, Geostatistics, Machine learning, Spatial distribution, SDM, Review
出版物
ECOLOGICAL MODELLING
Volume 449, Issue -, Pages 109501
出版商
Elsevier BV
发表日期
2021-04-09
DOI
10.1016/j.ecolmodel.2021.109501
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Integrating spatial indicators in the surveillance of exploited marine ecosystems
- (2018) Marta Mega Rufino et al. PLoS One
- Influence of data pre-processing on the behavior of spatial indicators
- (2018) Marta M. Rufino et al. ECOLOGICAL INDICATORS
- The PELGAS survey: Ship-based integrated monitoring of the Bay of Biscay pelagic ecosystem
- (2017) Mathieu Doray et al. PROGRESS IN OCEANOGRAPHY
- Assessing the accuracy of predictive models for numerical data: Not r nor r2, why not? Then what?
- (2017) Jin Li PLoS One
- sdm: a reproducible and extensible R platform for species distribution modelling
- (2016) Babak Naimi et al. ECOGRAPHY
- Assessing spatial predictive models in the environmental sciences: Accuracy measures, data variation and variance explained
- (2016) Jin Li ENVIRONMENTAL MODELLING & SOFTWARE
- Accuracy of Interpolated Bathymetry in Digital Elevation Models
- (2016) Christopher J. Amante et al. JOURNAL OF COASTAL RESEARCH
- Selecting Optimal Random Forest Predictive Models: A Case Study on Predicting the Spatial Distribution of Seabed Hardness
- (2016) Jin Li et al. PLoS One
- Assessment of prediction accuracy in autonomous air quality models
- (2015) Szymon Hoffman Desalination and Water Treatment
- Assessment of three dimensionless measures of model performance
- (2015) Cort J. Willmott et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Evaluating machine learning approaches for the interpolation of monthly air temperature at Mt. Kilimanjaro, Tanzania
- (2015) Tim Appelhans et al. Spatial Statistics
- Spatio-temporal interpolation of soil water, temperature, and electrical conductivity in 3D + T: The Cook Agronomy Farm data set
- (2015) Caley K. Gasch et al. Spatial Statistics
- Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions
- (2015) Tomislav Hengl et al. PLoS One
- Mapping seabed sediments: Comparison of manual, geostatistical, object-based image analysis and machine learning approaches
- (2014) Markus Diesing et al. CONTINENTAL SHELF RESEARCH
- Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution
- (2014) Milan Kilibarda et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- To mix or not to mix: comparing the predictive performance of mixture models vs. separate species distribution models
- (2013) Francis K. C. Hui et al. ECOLOGY
- Space-time modelling of blue ling for fisheries stock management
- (2013) Nicole H. Augustin et al. ENVIRONMETRICS
- Uses and misuses of bioclimatic envelope modeling
- (2012) Miguel B. Araújo et al. ECOLOGY
- Mapping efficiency and information content
- (2012) T. Hengl et al. International Journal of Applied Earth Observation and Geoinformation
- Derivation of biophysical variables from Earth observation data: validation and statistical measures
- (2012) Katja Richter et al. Journal of Applied Remote Sensing
- Spatial interpolation of monthly climate data for Finland: comparing the performance of kriging and generalized additive models
- (2012) Juha Aalto et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Can we improve the spatial predictions of seabed sediments? A case study of spatial interpolation of mud content across the southwest Australian margin
- (2011) Jin Li et al. CONTINENTAL SHELF RESEARCH
- A refined index of model performance
- (2011) Cort J. Willmott et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- A review of comparative studies of spatial interpolation methods in environmental sciences: Performance and impact factors
- (2010) Jin Li et al. Ecological Informatics
- Dispersal kernels and their drivers captured with a hydrodynamic model and spatial indices: A case study on anchovy (Engraulis encrasicolus) early life stages in the Bay of Biscay
- (2010) M. Huret et al. PROGRESS IN OCEANOGRAPHY
- Validation of biophysical models: issues and methodologies. A review
- (2009) Gianni Bellocchi et al. Agronomy for Sustainable Development
- Species Distribution Models: Ecological Explanation and Prediction Across Space and Time
- (2009) Jane Elith et al. Annual Review of Ecology Evolution and Systematics
- Towards an ecosystem approach to fisheries management (EAFM) when trawl surveys provide the main source of information
- (2009) John Cotter et al. AQUATIC LIVING RESOURCES
- Notes on survey-based spatial indicators for monitoring fish populations
- (2009) Mathieu Woillez et al. AQUATIC LIVING RESOURCES
- Evaluating the uncertainty of abundance estimates from acoustic surveys using geostatistical simulations
- (2009) M. Woillez et al. ICES JOURNAL OF MARINE SCIENCE
- Skill assessment for coupled biological/physical models of marine systems
- (2008) Craig A. Stow et al. JOURNAL OF MARINE SYSTEMS
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