Abstract：
:This paper investigates the capabilities of the evolutionary fuzzy genetic (FG) approach and compares it with three neuro-fuzzy methods-neuro-fuzzy with grid partitioning (ANFIS-GP), neuro-fuzzy with subtractive clustering (ANFIS-SC), and neuro-fuzzy with fuzzy c-means clustering (ANFIS-FCM)-in terms of modeling long-term air temperatures for sustainability based on geographical information. In this regard, to estimate long-term air temperatures for a 40-year (1970-2011) period, the models were developed using data for the month of the year, latitude, longitude, and altitude obtained from 71 stations in Turkey. The models were evaluated with respect to mean absolute error (MAE), root mean square error (RMSE), Nash-Sutcliffe efficiency (NSE), and the determination coefficient (R2). All data were divided into three parts and every model was tested on each. The FG approach outperformed the other models, enhancing the MAE, RMSE, NSE, and R2 of the ANFIS-GP model, which yielded the highest accuracy among the neuro-fuzzy models by 20%, 30%, and 4%, respectively. A geographical information system was used to obtain temperature maps using estimates of the optimal models, and the results of the model were assessed using it.
journal_name
PeerJjournal_title
PeerJauthors
Sadeghi-Niaraki A,Kisi O,Choi SMdoi
10.7717/peerj.8882subject
Has Abstractpub_date
2020-08-14 00:00:00pages
e8882issn
2167-8359pii
8882journal_volume
8pub_type
杂志文章相关文献
PeerJ文献大全abstract：Background:Panulirus argus is an ecologically relevant species in shallow water hard-bottom environments and coral reefs and target of the most lucrative fishery in the greater Caribbean region. Methods:This study reports, for the first time, the genome size and nuclear repetitive elements, including the 45S ribosomal...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.10554
更新日期：2020-12-17 00:00:00
abstract：:For the past several centuries, millipede taxonomists have used the morphology of male copulatory structures (modified legs called gonopods), which are strongly variable and suggestive of species-level differences, as a source to understand taxon relationships. Millipedes in the family Xystodesmidae are blind, dispers...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.3854
更新日期：2017-10-12 00:00:00
abstract：Background:Medicare is one of the world's largest health insurance programs. It provides health insurance to nearly 44 million beneficiaries whose entitlements are based on age, disability, or end-stage renal disease (ESRD). Data of these ESRD beneficiaries are collected in the US Renal Data System (USRDS), which inclu...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.5284
更新日期：2018-07-27 00:00:00
abstract：:The coccolithophore Emiliania huxleyi forms some of the largest phytoplankton blooms in the ocean. The rapid demise of these blooms has been linked to viral infections. E. huxleyi abundance, distribution, and nutritional status make them an important food source for the heterotrophic protists which are classified as m...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.6722
更新日期：2019-04-19 00:00:00
abstract：:A period of starvation is regarded as a sound practice in aquaculture prior to handling, transportation and harvest, to minimise impacts on welfare and ensure proper hygiene after harvest. However, documentation of welfare issues such as stress following starvation and handling in adult Atlantic salmon are lacking. Th...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.3273
更新日期：2017-04-27 00:00:00
abstract：:Trans-acting small interfering RNAs (ta-siRNAs) are transcribed from protein non-coding genomic TAS loci and belong to a plant-specific class of endogenous small RNAs. These siRNAs have been found to regulate gene expression in most taxa including seed plants, gymnosperms, ferns and mosses. In this study, bioinformati...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.4636
更新日期：2018-04-16 00:00:00
abstract：Background:Sprint performance is an essential skill to target within soccer, which can be likely achieved with a variety of methods, including different on-field training options. One such method could be heavy resisted sprint training. However, the effects of such overload on sprint performance and the related kinetic...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.10507
更新日期：2020-12-15 00:00:00
abstract：BACKGROUND:Digital medicine and smartphone-enabled health technologies provide a novel source of human health and human biology data. However, in part due to its intricacies, few methods have been established to analyze and interpret data in this domain. We previously conducted a six-month interventional trial examinin...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.2284
更新日期：2016-08-02 00:00:00
abstract：BACKGROUND:The purpose of this study is to provide a report on scientific production during the period 2010-2014 in order to identify the major topics as well as the predominant actors (journals, countries, continents) involved in the field of eye disease. METHODS:A PubMed search was carried out to extract articles re...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.1557
更新日期：2016-01-07 00:00:00
abstract：:Loud calls are used by many species as long-distance signals for group defense, mate attraction, and inter- and intragroup spacing. Chimpanzee loud calls, or pant hoots, are used in a variety of contexts including group coordination and during male contests. Here, we observed an alpha male takeover in wild chimpanzees...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.5079
更新日期：2018-06-28 00:00:00
abstract：:We study the glycosylation processes that convert initially toxic substrates to nutritionally valuable metabolites in the flavonoid biosynthesis pathway of tomato (Solanum lycopersicum) seedlings. To estimate the reaction rates we use ordinary differential equations (ODEs) to model the enzyme kinetics. A popular choic...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.2417
更新日期：2016-09-20 00:00:00
abstract：BACKGROUND:Assessing psychological pain has been recommended as an integral part of a comprehensive suicide risk assessment. The Psychache Scale, an established measure of psychological pain, does not specify a time frame for when pain is experienced, which may inadvertently increase the likelihood of identifying indiv...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.3491
更新日期：2017-06-22 00:00:00
abstract：Background:In idiopathic sudden sensorineural hearing loss (ISSNHL), the relationship between the administration duration of vitamin B12 (vit B12) with adenosine triphosphate (ATP) and their therapeutic effect is not fully understood. Objective:To investigate the therapeutic effect of long-term 16 (≥weeks) administrat...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.10406
更新日期：2020-12-16 00:00:00
abstract：:Transition zones are of high evolutionary interest because unique patterns of spatial variation are often retained. Here, we investigated the phylogeography of the peacock blenny, Salaria pavo, a small marine intertidal fish that inhabits rocky habitats of the Mediterranean and the adjacent Atlantic Ocean. We screened...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.3195
更新日期：2017-04-27 00:00:00
abstract：Background:Inflammatory bowel diseases are associated with remodeling of neuronal circuitries within the enteric nervous system, occurring also at sites distant from the acute site of inflammation and underlying disturbed intestinal functions. Homeoproteins orthodenticle OTX1 and OTX2 are neuronal transcription factors...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.8442
更新日期：2020-02-13 00:00:00
abstract：:The genus Corbicula consists of estuarine or freshwater clams native to temperate/tropical regions of Asia, Africa, and Australia that collectively encompass both sexual species and clonal (androgenetic) lineages. The latter have become globally invasive in freshwater systems and they represent some of the most succes...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.7484
更新日期：2019-08-22 00:00:00
abstract：Background:Silkworm pupae is the main by-product of the sericulture industry with an interesting nutritional profile, especially in terms of proteins. In consideration of its possible use as a food or food ingredient in Western countries, a comparative proteomic experiment has been performed to investigate the differen...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.6723
更新日期：2019-06-12 00:00:00
abstract：:Lupus nephritis (LN) is a severe manifestation of systemic lupus erythematosus (SLE), which often progresses to end-stage renal disease (ESRD) and ultimately leads to death. At present, there are no definitive therapies towards LN, so that illuminating the molecular mechanism behind the disease has become an urgent ta...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.7722
更新日期：2019-10-01 00:00:00
abstract：Aims:The study aimed to explore factors contributing to body weight change over time in gastric cancer patients after gastrectomy, in order to find risk factors to implement nutritional intervention beforehand. Methods:A cohort of gastric cancer patients who were treated with gastrectomy from January to March 2019 at ...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.9390
更新日期：2020-07-10 00:00:00
abstract：:Protection of honey bees is of great economic importance because of their role in pollination. Crucial steps towards this goal are epidemiological surveys of pathogens connected with honey bee losses. In this study deformed wing virus (DWV), chronic bee paralysis virus (CBPV), acute bee paralysis virus (ABPV) and sacb...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.5887
更新日期：2018-11-14 00:00:00
abstract：:Gelatin hydrogel crosslinked by microbial transglutaminase (mTG) exhibits excellent performance in cell adhesion, proliferation, and differentiation. We examined the gelation time and gel strength of gelatin/mTG hydrogels in various proportions to investigate their physical properties and tested their degradation perf...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.2497
更新日期：2016-09-27 00:00:00
abstract：Background:Cognitive dysfunction in fibromyalgia (FM) encompasses objective cognitive difficulties, as measured in neuropsychological tests, and self-reported cognitive complaints. Although it has been suggested that FM patients display problems in working memory, the data are inconsistent, and the overall working memo...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.5907
更新日期：2018-11-21 00:00:00
abstract：:Reservoirs possess gradients in conditions and resources along their long (deep-shallow) axis, but the response of littoral vertebrates (fish and turtles) to these gradients is poorly understood. We have quantified the littoral vertebrate communities throughout a small reservoir in Southeastern Ohio during July and Au...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.693
更新日期：2014-12-11 00:00:00
abstract：Background:Herpesviral hematopoietic necrosis disease, caused by cyprinid herpesvirus-2 (CyHV-2), is responsible for massive mortalities in the aquaculture of goldfish, Carassius auratus. Permissive cell lines for the isolation and propagation of CyHV-2 have been established from various goldfish tissues by sacrificing...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.9373
更新日期：2020-07-14 00:00:00
abstract：:The phosphoinositide 3-kinase (PI3K) pathway shows frequent aberrant alterations and pathological activation in breast cancer cells. While PI3K inhibitors have not achieved expectant therapeutic efficacy in clinical trials, and several studies provide promising combination strategies to substantially maximize therapeu...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.5092
更新日期：2018-06-19 00:00:00
abstract：:Physical exercise is linked to individuals whose affect profiles are invariably positive and it induces anti-apoptotic and anti-excitotoxic effects, buttressing blood-brain barrier intactness in both healthy individuals and those suffering from disorders accompanying overweight and obesity. In this regard, exercise of...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.694
更新日期：2014-12-16 00:00:00
abstract：:Background. Geriatric syndromes (GS) exhibit high prevalence in patients with end-stage renal disease (ESRD) under chronic dialysis irrespective of age. We sought to determine whether GS influences medication adherence in ESRD patients. Methods. A prospective cohort of chronic dialysis patients was assembled. The pres...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.2122
更新日期：2016-06-14 00:00:00
abstract：:In the field of invasion ecology, the determination of a species' environmental tolerance, is a key parameter in the prediction of its potential distribution, particularly in the context of global warming. In poikilothermic species such as insects, temperature is often considered the most important abiotic factor that...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.676
更新日期：2014-11-25 00:00:00
abstract：:In contrast to reports of wild primates, studies of captive primates' flexibility often reveal conservatism: individuals are unable to switch to new and more efficient strategies when task demands change. We propose that such conservatism might be a result of task design and hypothesize that conservatism might be link...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.6195
更新日期：2019-01-08 00:00:00
abstract：:A new species of Scutalus Albers, 1850 (Gastropoda: Bulimulidae), Scutalus chango sp. n., is described from a coastal area of northern Chile. Empty shells of this new species were found buried in sand and under boulders and rocks in the foothills of the Chilean Coastal Range at Paposo, Región de Antofagasta. This new ...
journal_title：PeerJ
pub_type： 杂志文章
doi：10.7717/peerj.3538
更新日期：2017-07-05 00:00:00
