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Metabolomics has been a useful method for various study fields. However, its application in animal science does not seem to be sufficient. Metabolomics will be useful for various studies in animal science: Animal genetics and breeding, animal physiology, animal nutrition, animal products (milk, meat, eggs, and their by-products) and their processing, livestock environment, animal biotechnology, animal behavior, and animal welfare. More application examples and protocols for animal science will promote more motivation to use metabolomics effectively in the study field. Therefore, in this Special Issue, we introduced some research and review articles for “Metabolomic Applications in Anmal Science”. The main methods used were mass spectrometry or nuclear magnetic resonance spectroscopy. Not only a non-targeted, but also a targeted, analysis of metabolites is shown. The topics include dietary and pharmacological interventions and protocols for metabolomic experiments.

albumen --- breed --- chicken --- feed --- metabolome --- yolk --- arachidonic acid --- omega-3 fatty acids --- lipidomics --- mass spectrometry --- dietary fat --- fatty acid metabolism --- pork --- meat --- skeletal muscle --- fiber type --- cooking --- beef --- Wagyu --- Holstein --- captive giraffes --- urine --- metabolomics --- 1H-NMR --- NMR --- metabotype --- transition --- ketosis --- cattle --- chemometrics --- spectral correction --- authentication --- biomarker --- feeding --- meat quality traits --- metabolite --- postmortem aging --- processing --- chickens --- heat stress --- lipid peroxidation --- orotic acid --- feed efficiency --- biomarkers --- SNPs --- GWAS --- RFI --- pigs --- pathways --- metabolic profile --- transition period --- livestock --- methyl donor --- one-carbon metabolism --- negative energy balance --- pasture legumes --- phytoestrogens --- flavonoids --- coumestans --- polyphenols --- proanthocyanidins --- metabolic profiling --- biosynthesis --- linear model --- transcriptomics --- horse --- metabolomic --- metabolism --- exercise --- saliva --- anabolic practices --- testosterone --- plasma --- CE-TOFMS --- intramuscular fat --- meat quality --- porcine

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The Special Issue on “Remote Sensing in Agriculture: State-of-the-Art” gives an exhaustive overview of the ongoing remote sensing technology transfer into the agricultural sector. It consists of 10 high-quality papers focusing on a wide range of remote sensing models and techniques to forecast crop production and yield, to map agricultural landscape and to evaluate plant and soil biophysical features. Satellite, RPAS, and SAR data were involved. This preface describes shortly each contribution published in such Special Issue.

Technology: general issues --- History of engineering & technology --- Environmental science, engineering & technology --- feature selection --- spectral angle mapper --- support vector machine --- support vector regression --- hyperspectral imaging --- UAV --- cross-scale --- yellow rust --- spatial resolution --- winter wheat --- MODIS --- northern Mongolia --- remote sensing indices --- spring wheat --- yield estimation --- UAV-based LiDAR --- biomass --- crop height --- field phenotyping --- oasis crop type mapping --- Sentinel-1 and 2 integration --- statistically homogeneous pixels (SHPs) --- red-edge spectral bands and indices --- recursive feature increment (RFI) --- random forest (RF) --- unmanned aerial vehicles (UAVs) --- remote sensing (RS) --- thermal UAV RS --- thermal infrared (TIR) --- precision agriculture (PA) --- crop water stress monitoring --- plant disease detection --- vegetation status monitoring --- Landsat --- data blending --- crop yield prediction --- gap-filling --- volumetric soil moisture --- synthetic aperture radar (SAR) --- Sentinel-1 --- soil moisture semi-empirical model --- soil moisture Karnataka India --- reflectance --- digital number (DN) --- vegetation index (VI) --- Parrot Sequoia (Sequoia) --- DJI Phantom 4 Multispectral (P4M) --- Synthetic Aperture Radar --- SAR --- lodging --- Hidden Markov Random Field --- HMRF --- CDL --- corn --- soybean --- crop Monitoring --- crop management --- apple orchard damage --- polarimetric decomposition --- entropy --- anisotropy --- alpha angle --- storm damage mapping --- economic loss --- insurance support

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Recent years have seen a vast development in various methodologies for object detection and feature extraction and recognition, both in theory and in practice. When processing images, videos, or other types of multimedia, one needs efficient solutions to perform fast and reliable processing. Computational intelligence is used for medical screening where the detection of disease symptoms is carried out, in prevention monitoring to detect suspicious behavior, in agriculture systems to help with growing plants and animal breeding, in transportation systems for the control of incoming and outgoing transportation, for unmanned vehicles to detect obstacles and avoid collisions, in optics and materials for the detection of surface damage, etc. In many cases, we use developed techniques which help us to recognize some special features. In the context of this innovative research on computational intelligence, the Special Issue “Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments” present an excellent opportunity for the dissemination of recent results and achievements for further innovations and development. It is my pleasure to present this collection of excellent contributions to the research community. - Prof. Marcin Woźniak, Silesian University of Technology, Poland –

Traffic sign detection and tracking (TSDR) --- advanced driver assistance system (ADAS) --- computer vision --- 3D convolutional neural networks --- machine learning --- CT brain --- brain hemorrhage --- visual inspection --- one-class classifier --- grow-when-required neural network --- evolving connectionist systems --- automatic design --- bio-inspired techniques --- artificial bee colony --- image analysis --- feature extraction --- ship classification --- marine systems --- citrus --- pests and diseases identification --- convolutional neural network --- parameter efficiency --- vehicle detection --- YOLOv2 --- focal loss --- anchor box --- multi-scale --- deep learning --- neural network --- generative adversarial network --- synthetic images --- tool wear monitoring --- superalloy tool --- image recognition --- object detection --- UAV imagery --- vehicular traffic flow detection --- vehicular traffic flow classification --- vehicular traffic congestion --- video classification --- benchmark --- semantic segmentation --- atrous convolution --- spatial pooling --- ship radiated noise --- underwater acoustics --- surface electromyography (sEMG) --- convolution neural networks (CNNs) --- hand gesture recognition --- fabric defect --- mixed kernels --- cross-scale --- cascaded center-ness --- deformable localization --- continuous casting --- surface defects --- 3D imaging --- defect detection --- object detector --- object tracking --- activity measure --- Yolo --- deep sort --- Hungarian algorithm --- optical flows --- spatiotemporal interest points --- sports scene --- CT images --- convolutional neural networks --- hepatic cancer --- visual question answering --- three-dimensional (3D) vision --- reinforcement learning --- human–robot interaction --- few shot learning --- SVM --- CNN --- cascade classifier --- video surveillance --- RFI --- artefacts --- InSAR --- image processing --- pixel convolution --- thresholding --- nearest neighbor filtering --- data acquisition --- augmented reality --- pose estimation --- industrial environments --- information retriever sensor --- multi-hop reasoning --- evidence chains --- complex search request --- high-speed trains --- hunting --- non-stationary --- feature fusion --- multi-sensor fusion --- unmanned aerial vehicles --- drone detection --- UAV detection --- visual detection --- n/a --- human-robot interaction

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Political philosophy. Social philosophy --- Crise boursière (2008) --- Crise de 2008 --- Crise des subprimes (2007) --- Crise financière (2008) --- Crise financière et économique (2007-2009) --- Crise financière mondiale (2008-2009) --- Crise économique (2007-2009) --- Crise économique (2008) --- Financiële wereldcrisis (2008-2009) --- Global Economic Crisis (2008-2009) --- Global Financial Crisis (2008-2009) --- Krach boursier (2008) --- Subprime Mortgage Crisis (2008-2009) --- Subprimes [Crise des ] (2007) --- Crise monétaire --- Déflation --- crise financiere --- crise economique --- Homme politique |x Politicus |y EUROVOC (0436) --- Monetaire crisis --- Deflatie --- financiele crisis --- economische crisis --- #SBIB:323H100 --- #SBIB:323H312 --- Belgische politiek: algemene documentatie en bronnen --- Belgische politieke partijen: B.S.P. - P.S.B. / S.P. - P.S. / SP.a --- Belgium --- Belgique --- België --- Bélgica --- Royaume de Belgique --- Belgii︠a︡ --- Kingdom of Belgium --- Koninkrijk van België --- Königreich Belgien --- Bèlgia --- Koninkryk van België --- Königriich Belgie --- Koninkrijk België --- Belgice --- Belgice Cynerīce --- بلجيكا --- Baljīkā --- مملكة بلجيكا --- Mamlakat Baljīkā --- Belchica --- Reino de Belchica --- Belghia --- Vãsilia di Belghia --- Royômo de Bèlg·ique --- Bélxica --- Reinu de Bélxica --- Bilkiya --- Bilgasuyu --- Bilhika Qhapaqsuyu --- Belçika --- Belçika Krallığı --- Бельгия --- Бельгия Короллеге --- Belʹgii︠a︡ Korollege --- Бельгія --- Belʹhii︠a︡ --- Каралеўства Бельгія --- Karaleŭstva Belʹhii︠a︡ --- Belhika --- Bäigien --- Kinigraich Bäigien --- Belgija --- Kraljevina Belgija --- Белгия --- Regne de Bèlgica --- Бельги --- Belʹgi --- Belgické království --- Gwlad Belg --- Teyrnas Gwlad Belg --- Belgien --- Kongeriget Belgien --- Bélgii Bikéyah --- Belgiska --- Kralojstwo Belgiskej --- Belgia Kuningriik --- Βέλγιο --- Velgio --- Βασίλειο του Βελγίου --- Vasileio tou Velgiou --- Reino de Bélgica --- Belgio --- Reĝlando Belgio --- Belgujo --- Belgika --- Belgje --- Belgjo --- Belgjiche --- Bheilg --- Ríocht na Beilge --- Velg --- Reeriaght ny Belg --- Belgiya --- Rìoghachd na Beilge --- Pí-li-sṳ̀ --- Belʹjmudin Nutg --- Pelekiuma --- Regno del Belgio --- בלגיה --- Belgiyah --- ממלכת בלגיה --- Mamlekhet Belgiyah --- Belgijskô --- Pow Belg --- Ruwvaneth Belgek --- Ububiligi --- Ububirigi --- Igihugu cyʼUbubirigi --- Ubelgiji --- Ufalme wa Ubelgiji --- Belezi --- Nsi ya ntotila ya Belezi --- Bèljik --- Beljika --- Beļgeja --- Beļg̓ijas Karaliste --- Belsch --- Kinnekräich Belsch --- Belgijos Karalystė --- Belsj --- Keuninkriek Belsj --- Beldjym --- Belga Királyság --- Белгија --- ベルギー --- Berugī --- Politics and government --- Homme politique --- Politicus --- Depressions --- 21st century --- 2007 --- -Global Financial Crisis (2008-2009) --- 382.2 PS --- deflazzjoni --- deflácia --- deflatie --- дефлация --- дефлација --- díbhoilsciú --- deflacija --- deflace --- deflazione --- deflație --- Deflation --- deflation --- deflacion --- αντιπληθωρισμός --- deflaatio --- deflācija --- deflação --- defliacija --- deflación --- defláció --- deflatsioon --- deflacja --- deflációs politika --- deflationistische Politik --- politica deflazionistica --- deflationspolitik --- дефлациска политика --- politique déflationniste --- αντιπληθωριστική πολιτική --- política deflacionista --- defliacinė politika --- gap deflazionistico --- politică deflaționistă --- deflācijas politika --- дефлациски тенденции --- deflaatiopolitiikka --- recessione --- deflatsioonipoliitika --- stagnazione --- politikë deflacioniste --- deflační politika --- deflatoire politiek --- deflačná politika --- deflationary policy --- политичка фигура --- polaiteoir --- personalitate politică --- политическа личност --- politicus --- politik/politička --- politična osebnost --- figura política --- personalità politica --- poliitikko --- πολιτικό πρόσωπο --- personalidade política --- politiski nozīmīga persona --- persunaġġ politiku --- politiker --- Politiker --- polityk --- политичар --- politikan --- political figure --- politikus --- politikos veikėjas --- poliitik --- politik --- političar --- shtetar --- politician (male) --- politicien --- politiskā darbiniece --- politicienne --- femme politique --- politiķis --- politiku --- uomo politico --- statesman --- politician (female) --- valstsvīrs --- πολιτικός (η) --- politički vođa --- politička --- politikai személyiség --- donna politica --- politisk personlighed --- działacz sceny politycznej --- staatsvrouw --- mara fil-politika --- poliittinen henkilö --- działaczka sceny politycznej --- politická činitelka --- politický představitel --- mulher política --- politisk personlighet --- politikas --- politikai személy --- femeie politician --- државник --- politinis veikėjas --- om politic --- politiikan harjoittaja --- политическа фигура --- politický činiteľ --- politický predstaviteľ --- политичка личност --- om de stat --- politieke figuur --- politiķe --- политик --- politician --- πολιτικός --- státník --- politico --- staatsman --- politický činitel --- politiska personība --- politikant --- male politician --- politikė --- política --- πολιτικός (ο) --- politická představitelka --- politiskais darbinieks --- politikerin --- politica --- raġel fil-politika --- politikanta --- политички водач --- homme politique --- miespoliitikko --- politikusnő --- valstybės veikėjas --- clase política --- homem político --- female politician --- personalidad política --- politická činiteľka --- političarka --- politička ličnost --- personalità politika --- államférfi --- poliittinen johtaja --- πολιτική προσωπικότητα --- πολιτικός άνδρας --- γυναίκα πολιτικός --- politiciană --- folkvald --- político --- beslutsfattare --- donna in politica --- άνδρας πολιτικός --- naispoliitikko --- statista --- estadista --- naispoliitik --- homem de Estado --- krizë monetare --- monetaire crisis --- crisi monetaria --- měnová krize --- valuuttakriisi --- crisis monetaria --- monetarna kriza --- denarna kriza --- monetáris válság --- menová kríza --- valutakrise --- valūtas krīze --- парична криза --- criză monetară --- pinigų krizė --- Währungskrise --- crise monetária --- valutakris --- valuutakriis --- kryzys walutowy --- νομισματική κρίση --- kriżi monetarja --- monetary crisis --- монетарна криза --- géarchéim airgeadra --- kriżi finanzjarja --- krize měny --- crise financière --- finanční krize --- criză financiară --- finanšu krīze --- géarchéim airgeadais --- rahanduskriis --- nemzetközi pénzügyi válság --- Schuldenkrise --- crise financeira --- monetær krise --- rahoituskriisi --- finančná kríza --- crisi finanziaria --- krizë financiare --- finansiell kris --- currency crisis --- finančna kriza --- finanskris --- finantskriis --- kryzys finansowy --- financial crisis --- финансијска криза --- internationale Finanzkrise --- pénzügyi válság --- меѓународна финансиска криза --- валутна криза --- financiële crisis --- crisis financiera --- mezinárodní finanční krize --- финансиска криза --- χρηματοοικονομική κρίση --- должничка криза --- finanskrise --- krize finančního systému --- криза на финансискиот систем --- Finanzkrise --- финансова криза --- finansinė krizė --- Crise monétaire --- Déflation --- deflácia --- дефлаци&#x44F --- дефлациј&#x430 --- díbhoilsci&#xFA --- deflație --- αντιπληθωρισμό&#x3C2 --- deflācija --- deflação --- deflación --- defláci&#xF3 --- deflációs politika --- дефлациска политик&#x430 --- politique déflationniste --- αντιπληθωριστική πολιτικ&#x3AE --- política deflacionista --- defliacinė politika --- politică deflaționist&#x103 --- deflācijas politika --- дефлациски тенденци&#x438 --- politikë deflacioniste --- deflační politika --- deflačná politika --- политичка фигур&#x430 --- personalitate politic&#x103 --- политическа личнос&#x442 --- politik/politička --- politična osebnost --- figura política --- personalità politica --- πολιτικό πρόσωπ&#x3BF --- personalidade política --- politiski nozīmīga persona --- persunaġġ politiku --- политича&#x440 --- politikos veikėjas --- političar --- politiskā darbiniece --- politiķis --- valstsvīrs --- πολιτικός (η) --- politički vođa --- politička --- politikai személyiség --- działacz sceny politycznej --- poliittinen henkil&#xF6 --- działaczka sceny politycznej --- politická činitelka --- politický představitel --- mulher política --- politikai személy --- државни&#x43A --- politinis veikėjas --- политическа фигур&#x430 --- politický činite&#x13E --- politický predstavite&#x13E --- политичка личнос&#x442 --- politiķe --- полити&#x43A --- πολιτικό&#x3C2 --- státník --- politický činitel --- politiska personība --- politik&#x117 --- política --- πολιτικός (ο) --- politická představitelka --- raġel fil-politika --- политички вода&#x447 --- politikusn&#x151 --- valstybės veikėjas --- clase política --- homem político --- personalidad política --- politická činiteľka --- političarka --- politička ličnost --- personalità politika --- államférfi --- πολιτική προσωπικότητ&#x3B1 --- πολιτικός άνδρα&#x3C2 --- γυναίκα πολιτικό&#x3C2 --- politician&#x103 --- político --- άνδρας πολιτικό&#x3C2 --- krizë monetare --- měnová krize --- monetáris válság --- menová kríza --- valūtas krīze --- парична криз&#x430 --- criză monetar&#x103 --- pinigų kriz&#x117 --- Währungskrise --- crise monetária --- νομισματική κρίσ&#x3B7 --- kriżi monetarja --- монетарна криз&#x430 --- géarchéim airgeadra --- kriżi finanzjarja --- krize měny --- crise financière --- finanční krize --- criză financiar&#x103 --- finanšu krīze --- géarchéim airgeadais --- nemzetközi pénzügyi válság --- monetær krise --- finančná kríza --- krizë financiare --- finančna kriza --- финансијска криз&#x430 --- pénzügyi válság --- меѓународна финансиска криз&#x430 --- валутна криз&#x430 --- financiële crisis --- mezinárodní finanční krize --- финансиска криз&#x430 --- χρηματοοικονομική κρίσ&#x3B7 --- должничка криз&#x430 --- krize finančního systému --- криза на финансискиот систе&#x43C --- финансова криз&#x430 --- finansinė kriz&#x117 --- Bäigien --- Baljīka&#x304 --- Belçika --- Belçika Krallığ&#x131 --- Belga Királyság --- Beļgeja --- Belʹgi --- Bèlgia --- Bélgica --- Belgice Cynerīce --- Belgické královstvi&#x301 --- Belgie&#x308 --- Bélgii Bikéyah --- Belgii︠a&#xFE21 --- Belʹgii︠a︡ Korollege --- Beļg̓ijas Karaliste --- Belgijos Karalyste&#x307 --- Belgijsko&#x302 --- Belʹhii︠a&#xFE21 --- Bèljik --- Belʹjmudin Nutg --- Bélxica --- Berugi&#x304 --- Igihugu cyʼUbubirigi --- Karaleŭstva Belʹhii︠a&#xFE21 --- Kinigraich Bäigien --- Kinnekräich Belsch --- Königreich Belgien --- Königriich Belgie --- Koninkrijk Belgie&#x308 --- Koninkrijk van Belgie&#x308 --- Koninkryk van Belgie&#x308 --- Mamlakat Baljīka&#x304 --- Reĝlando Belgio --- Regne de Bèlgica --- Reino de Bélgica --- Reinu de Bélxica --- Ríocht na Beilge --- Rìoghachd na Beilge --- Royômo de Bèlg·ique --- Vãsilia di Belghia --- Βασίλειο του Βελγίο&#x3C5 --- Βέλγι&#x3BF --- Каралеўства Бельгі&#x44F --- Бельг&#x438 --- Бельги&#x44F --- Бельгия Короллег&#x435 --- Бельгі&#x44F --- Белги&#x44F --- Белгиј&#x430 --- ממלכת בלגי&#x5D4 --- בלגי&#x5D4 --- بلجيك&#x627 --- مملكة بلجيك&#x627 --- ベルギ&#x30FC --- géarchéim airgeadaíochta --- economie --- politiek --- samenleving --- Déflation --- Crise monétaire