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Selection: with tag physically-based-vs-empirical [14 articles] 

 

Statistical modeling: the two cultures (with comments and a rejoinder by the author)

  
Statistical Science, Vol. 16, No. 3. (August 2001), pp. 199-231, https://doi.org/10.1214/ss/1009213726

Abstract

There are two cultures in the use of statistical modeling to reach conclusions from data. One assumes that the data are generated by a given stochastic data model. The other uses algorithmic models and treats the data mechanism as unknown. The statistical community has been committed to the almost exclusive use of data models. This commitment has led to irrelevant theory, questionable conclusions, and has kept statisticians from working on a large range of interesting current problems. Algorithmic modeling, both in ...

 

The ability of climate envelope models to predict the effect of climate change on species distributions

  
Global Change Biology, Vol. 12, No. 12. (1 December 2006), pp. 2272-2281, https://doi.org/10.1111/j.1365-2486.2006.01256.x

Abstract

Climate envelope models (CEMs) have been used to predict the distribution of species under current, past, and future climatic conditions by inferring a species' environmental requirements from localities where it is currently known to occur. CEMs can be evaluated for their ability to predict current species distributions but it is unclear whether models that are successful in predicting current distributions are equally successful in predicting distributions under different climates (i.e. different regions or time periods). We evaluated the ability of CEMs ...

 

Comparison between the USLE, the USLE-M and replicate plots to model rainfall erosion on bare fallow areas

  
CATENA, Vol. 145 (October 2016), pp. 39-46, https://doi.org/10.1016/j.catena.2016.05.017

Abstract

[Highlights] [::] Examines ability of soil losses from a plot to predict those from another [::] Stochastic and systemic variations observed when replicate model used [::] Replicate model tends to perform better that USLE-M when runoff known. [Abstract] It has been proposed that the best physical model of erosion from a plot is provided by a replicate plot (Nearing, 1998). Event data from paired bare fallow plots in the USLE database were used to examine the abilities of replicate plots, the USLE and the USLE-M to ...

 

(INRMM-MiD internal record) List of keywords of the INRMM meta-information database - part 28

  
(February 2014)
Keywords: inrmm-list-of-tags   participatory-modelling   particle-swarm-optimisation   particle-swarm-optimization   particulate-matter   partitioning   past-observations   pastoral-activities   pasture   pastures   patch-dynamics   paternity-analysis   pathogens   pattern   paulownia-tomentosa   payoff-vs-cost   paysandisia-archon   pca   peak   peak-ground-acceleration   peatlands   pedogenesis-model   pedogenic-factors   peer-review   pellets   peloponnese   peltogyne-purpurea   percent   perl   permafrost   permanent-plot   pernis-apivorus   persea-borbonia   perspective   perspective-article   peru   pesera   peseta-series   pesotum-synnemata   ph   phacidium-infestans   phaenops-spp   phaeoacremonium-aleophilum   phaeocryptopus-gaeumannii   phaeostigma-notata   pharmacology   phassus-excrescens   phellodendron-amurense   phenolic-compounds   phenolics   phenology   phenotypes-vs-genotypes   phenotypic-plasticity   philadelphus-caucasicus   philadelphus-coronarius   philaenus-spumarius   philippines   phillyrea-latifolia   philosophy   phloemyzus-passerinii   phloeomyzus-passerinii   phloeosinus-spp   phoenix-canariensis   phoenix-dactylifera   phoresy   phosphorus   photochemical-pollution   photoperiodism   photorespiration   photosynthesis   php   phratora-vitellinae   phratora-vulgatissima   phyllaphis-fagi   phyllobius-argentatus   phyllobius-betulae   phyllobius-oblongus   phyllocnistis-unipunctella   phyllonorycter-salicicolella   phyllonorycter-spp   phyllostachys-edulis   phylogenetic-diversity   phylogenetics   phylogeny   phylogeography   physically-based-vs-empirical   physics   physiologial-adaptations   physiology   phytobia-betulae   phytobia-cambii   phytoclimate   phytoclimatic-characterization   phytogeography   phytolacca-dioica   phytology   phytolyma-lata   phytomining   phytophagous-insects   phytophenols  

Abstract

List of indexed keywords within the transdisciplinary set of domains which relate to the Integrated Natural Resources Modelling and Management (INRMM). In particular, the list of keywords maps the semantic tags in the INRMM Meta-information Database (INRMM-MiD). [\n] The INRMM-MiD records providing this list are accessible by the special tag: inrmm-list-of-tags ( http://mfkp.org/INRMM/tag/inrmm-list-of-tags ). ...

 

Breakthrough in the understanding of flaming wildfires

  
Proceedings of the National Academy of Sciences, Vol. 112, No. 32. (11 August 2015), pp. 9795-9796, https://doi.org/10.1073/pnas.1512432112

Abstract

[Excerpt] In this article, I give an overview of the recent contribution of Finney et al. (1) to our understanding of how wildfires spread by providing its scientific context and also by putting forward the possible impact on the field. [...] [\n] Wildfires are important to the natural sciences. Since deep time, the top surface of the Earth’s crust has been the interface where abundant plant organic matter meets an atmosphere rich in oxygen. This interface is flammable, especially in dry, windy, ...

 

Role of buoyant flame dynamics in wildfire spread

  
Proceedings of the National Academy of Sciences, Vol. 112, No. 32. (11 August 2015), pp. 9833-9838, https://doi.org/10.1073/pnas.1504498112

Abstract

[Significance] Wildfires burn millions of hectares per year on every inhabited continent, but the physical mechanism governing spread is not known. Models of wildfire spread are widely used for prediction, firefighter training, and ecological research but have assumed various formulations of known heat transfer processes (radiation and convection) absent a definitive theory of their organization. New experimental evidence reported here reveals how buoyancy generated by the fire induces vorticity and instabilities in the flame zone that control the convective heating needed to ...

 

Ideas for physical interpretation of the USLE

  
No. LNS0418027. (2003)

Abstract

[Excerpt: Soil Erosion by Water - Extend, Processes and Model for Conservation Planning] In order to develop sustainable systems of agriculture that satisfy the present and the future needs of the mankind, there must be reliable information on the constrains and potential of the land resource. The UNEP Project GLASOD (GLobal Assessment of SOil Degradation) recognized erosion by water as the most important soil degradation type, representing more than a half of all soil degradation (Oldeman et al., 1991). Soil erosion by water refers to a series of ...

 

data-based mechanistic and top-down modelling

  
In Proceedings of the 1st Biennial Meeting of the iEMSs "Integrated Assessment and Decision Support" (2002)

Abstract

The paper discusses the problems associated with environmental modelling and the need to develop simple, ‘top-down’, stochastic models that match the information content of the data. It introduces the concept of Data-Based Mechanistic (DBM) modelling and contrasts its inductive approach with the hypothetico-deductive approaches that dominate most environmental modelling research at the present time. The major methodological procedures utilized in DBM modelling are outlined and two practical examples illustrate how it has been applied in a hydrological and water quality context. The use of this same ...

 

Competitive interactions between forest trees are driven by species' trait hierarchy, not phylogenetic or functional similarity: implications for forest community assembly

  
Ecology Letters, Vol. 15, No. 8. (August 2012), pp. 831-840, https://doi.org/10.1111/j.1461-0248.2012.01803.x

Abstract

The relative importance of competition vs. environmental filtering in the assembly of communities is commonly inferred from their functional and phylogenetic structure, on the grounds that similar species compete most strongly for resources and are therefore less likely to coexist locally. This approach ignores the possibility that competitive effects can be determined by relative positions of species on a hierarchy of competitive ability. Using growth data, we estimated 275 interaction coefficients between tree species in the French mountains. We show that ...

 

The influence of phylogenetic relatedness on species interactions among freshwater green algae in a mesocosm experiment

  
Journal of Ecology, Vol. 102, No. 5. (September 2014), pp. 1288-1299, https://doi.org/10.1111/1365-2745.12271

Abstract

1. A long-standing hypothesis in ecology and evolutionary biology is that closely related species are more ecologically similar to each other and therefore compete more strongly than distant relatives do. A recent hypothesis posits that evolutionary relatedness may also explain the prevalence of mutualisms, with facilitative interactions being more common among distantly related species. Despite the importance of these hypotheses for understanding the structure and function of ecological communities, experimental tests to determine how evolutionary relatedness influences competition ...

 

Evolutionary history and the strength of species interactions: testing the phylogenetic limiting similarity hypothesis

  
Ecology, Vol. 95, No. 5. (May 2014), pp. 1407-1417, https://doi.org/10.1890/13-0986.1

Abstract

A longstanding concept in community ecology is that closely related species compete more strongly than distant relatives. Ecologists have invoked this “limiting similarity hypothesis” to explain patterns in the structure and function of biological communities and to inform conservation, restoration, and invasive-species management. However, few studies have empirically tested the validity of the limiting similarity hypothesis. Here we report the results of a laboratory microcosm experiment in which we used a model system of 23 common, co-occurring North American freshwater green ...

 

Can we model the hydrological impacts of environmental change?

  
Hydrological Processes, Vol. 21, No. 23. (1 November 2007), pp. 3233-3236, https://doi.org/10.1002/hyp.6873

Abstract

Natural and anthropogenic changes constantly impact the environment surrounding us. Available moisture and energy change due to variability and shifts in climate, and the separation of precipitation into different pathways on the land surface are altered due to wildfires, beetle infestations, urbanization, deforestation, invasive plant species, etc. Many of these changes can have a significant impact on the hydrological regime of the watershed in which they occur (e.g. DeWalle et al., 2000; Porporato et al., 2004; Milly et al., 2005; Xu et al., 2005; Poff et al., 2006; Oki ...

 

Comparing and combining physically-based and empirically-based approaches for estimating the hydrology of ungauged catchments

  
Journal of Hydrology, Vol. 508 (January 2014), pp. 227-239, https://doi.org/10.1016/j.jhydrol.2013.11.007

Abstract

[Highlights] [::] Methods for estimating various hydrological indices at ungauged sites were compared. [::] Methods included a TopNet rainfall-runoff model and a Random Forest empirical model. [::] TopNet estimates were improved through correction using Random Forest estimates. [::] Random Forests provided the best estimates of all indices except mean flow. [::] Mean flow was best estimated using an already published empirical method. [Summary] Predictions of hydrological regimes at ungauged sites are required for various purposes such as setting environmental flows, assessing availability of water resources or ...

 

Comparison of empirical and theoretical remote sensing based bathymetry models in river environments

  
River Research and Applications, Vol. 28, No. 1. (January 2012), pp. 118-133, https://doi.org/10.1002/rra.1441

Abstract

Knowledge of underwater morphology is an essential component of many hydrological and environmental applications such as flood modelling and lotic habitat mapping. Remote sensing allows modelling of bathymetry at spatial scales that are impossible to achieve with traditional methods. However, the use of passive remote sensing for modelling water depth in fluvial environments remains a challenge. Different methods of computing bathymetry models based on remotely sensed imagery combined with ground measurements for calibration were investigated in order to produce a digital bathymetry ...

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Integrated Natural Resources Modelling and Management - Meta-information Database. http://mfkp.org/INRMM/tag/physically-based-vs-empirical

Publication metadata

Bibtex, RIS, RSS/XML feed, Json, Dublin Core

Meta-information Database (INRMM-MiD).
This database integrates a dedicated meta-information database in CiteULike (the CiteULike INRMM Group) with the meta-information available in Google Scholar, CrossRef and DataCite. The Altmetric database with Article-Level Metrics is also harvested. Part of the provided semantic content (machine-readable) is made even human-readable thanks to the DCMI Dublin Core viewer. Digital preservation of the meta-information indexed within the INRMM-MiD publication records is implemented thanks to the Internet Archive.
The library of INRMM related pubblications may be quickly accessed with the following links.
Search within the whole INRMM meta-information database:
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Full-text and abstracts of the publications indexed by the INRMM meta-information database are copyrighted by the respective publishers/authors. They are subject to all applicable copyright protection. The conditions of use of each indexed publication is defined by its copyright owner. Please, be aware that the indexed meta-information entirely relies on voluntary work and constitutes a quite incomplete and not homogeneous work-in-progress.
INRMM-MiD was experimentally established by the Maieutike Research Initiative in 2008 and then improved with the help of several volunteers (with a major technical upgrade in 2011). This new integrated interface is operational since 2014.