LEADER 08294nam 2202581z- 450 001 9910346859003321 005 20231214133514.0 010 $a3-03897-413-7 035 $a(CKB)4920000000095077 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/59230 035 $a(EXLCZ)994920000000095077 100 $a20202102d2019 |y 0 101 0 $aeng 135 $aurmn|---annan 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSensors in Agriculture$hVolume 1 210 $cMDPI - Multidisciplinary Digital Publishing Institute$d2019 215 $a1 electronic resource (346 p.) 311 $a3-03897-412-9 330 $aAgriculture requires technical solutions for increasing production while lessening environmental impact by reducing the application of agro-chemicals and increasing the use of environmentally friendly management practices. A benefit of this is the reduction of production costs. Sensor technologies produce tools to achieve the abovementioned goals. The explosive technological advances and developments in recent years have enormously facilitated the attainment of these objectives, removing many barriers for their implementation, including the reservations expressed by farmers. Precision agriculture and ?smart farming? are emerging areas where sensor-based technologies play an important role. Farmers, researchers, and technical manufacturers are joining their efforts to find efficient solutions, improvements in production, and reductions in costs. This book brings together recent research and developments concerning novel sensors and their applications in agriculture. Sensors in agriculture are based on the requirements of farmers, according to the farming operations that need to be addressed. 610 $aoptical sensor 610 $aspectral analysis 610 $aresponse surface sampling 610 $asensor evaluation 610 $aelectromagnetic induction 610 $amultivariate water quality parameters 610 $amandarin orange 610 $acrop inspection platform 610 $aSPA-MLR 610 $aobject tracking 610 $afeature selection 610 $asimultaneous measurement 610 $adiseases 610 $agenetic algorithms 610 $aprocessing of sensed data 610 $aelectrochemical sensors 610 $athermal image 610 $aECa-directed soil sampling 610 $ahandheld 610 $arecognition patterns 610 $asalt concentration 610 $aclover-grass 610 $abovine embedded hardware 610 $aweed control 610 $asoil 610 $afield crops 610 $avineyard 610 $aconnected dominating set 610 $awater depth sensors 610 $aSS-OCT 610 $awheat 610 $astriped stem-borer 610 $asilage 610 $ageostatistics 610 $adetection 610 $aNIR hyperspectral imaging 610 $aelectronic nose 610 $amachine learning 610 $avirtual organizations of agents 610 $apacking density 610 $adata validation and calibration 610 $adataset 610 $aWi-SUN 610 $atemperature sensors 610 $ageoinformatics 610 $agas sensor 610 $aX-ray fluorescence spectroscopy 610 $avegetable oil 610 $aphotograph-grid method 610 $aVitis vinifera 610 $aWSN distribution algorithms 610 $alaser-induced breakdown spectroscopy 610 $airrigation 610 $aquality assessment 610 $aenergy efficiency 610 $awireless sensor network (WSN) 610 $ageo-information 610 $aFusarium 610 $atexture features 610 $aweeds 610 $adiscrimination 610 $abig data 610 $asoil moisture sensors 610 $ameat spoilage 610 $aland cover 610 $astereo imaging 610 $anear infrared sensors 610 $abiological sensing 610 $acompound sensor 610 $apest management 610 $amoisture 610 $aplant localization 610 $aheavy metal contamination 610 $aartificial neural networks 610 $aspectral pre-processing 610 $amoisture content 610 $aapparent soil electrical conductivity 610 $adata fusion 610 $asemi-arid regions 610 $asmart irrigation 610 $aback propagation model 610 $awireless sensor network 610 $aenergy balance 610 $alight-beam 610 $afluorescent measurement 610 $aagriculture 610 $aprecision agriculture 610 $adeep learning 610 $aspectroscopy 610 $ahulled barely 610 $adielectric probe 610 $aRPAS 610 $awater supply network 610 $arice leaves 610 $amobile app 610 $agradient boosted machines 610 $ahyperspectral camera 610 $aone-class 610 $anitrogen 610 $aLiDAR 610 $atotal carbon 610 $achemometrics analysis 610 $arice 610 $aagricultural land 610 $aon-line vis-NIR measurement 610 $aCARS 610 $aobstacle detection 610 $astratification 610 $aneural networks 610 $aregression estimator 610 $aKinect 610 $aproximity sensing 610 $adistributed systems 610 $apest 610 $anoninvasive detection 610 $atexture feature 610 $asoil mapping 610 $aclassification 610 $asoil salinity 610 $avisible and near-infrared reflectance spectroscopy 610 $agermination 610 $acomputer vision 610 $ahyperspectral imaging 610 $adiffusion 610 $adielectric dispersion 610 $aUAS 610 $arandom forests 610 $acase studies 610 $atotal nitrogen 610 $athermal imaging 610 $acameras 610 $adry matter composition 610 $anear-infrared 610 $asalt tolerance 610 $adeep convolutional neural networks 610 $asoil type classification 610 $awater management 610 $apreprocessing methods 610 $awireless sensor networks (WSN) 610 $aremote sensing image classification 610 $aprecision plant protection 610 $aradar 610 $aspatial variability 610 $aGF-1 satellite 610 $aplant disease 610 $anaked barley 610 $aleaf area index 610 $aCIE-Lab 610 $achange of support 610 $aradiative transfer model 610 $a3D reconstruction 610 $aplant phenotyping 610 $avine 610 $anear infrared 610 $avegetation indices 610 $aremote sensing 610 $agreenhouse 610 $atime-series data 610 $ascattering 610 $asensor 610 $acrop area 610 $aspeckle 610 $aspatial data 610 $agrapevine breeding 610 $awide field view 610 $apartial least squares-discriminant analysis 610 $aspiking 610 $aarea frame sampling 610 $achromium content 610 $amachine-learning 610 $aRGB-D sensor 610 $apest scouting 610 $aPLS 610 $aCapsicum annuum 610 $aspatial-temporal model 610 $adrying temperature 610 $aboron tolerance 610 $aambient intelligence 610 $alaser wavelength 610 $afuzzy logic 610 $adynamic weight 610 $alandslide 610 $amanagement zones 610 $areal-time processing 610 $aevent detection 610 $acrop monitoring 610 $aapple shelf-life 610 $arice field monitoring 610 $awireless sensor 610 $abirth sensor 610 $aproximal sensor 700 $aMoshou$b Dimitrios$4auth$01278945 906 $aBOOK 912 $a9910346859003321 996 $aSensors in Agriculture$93014271 997 $aUNINA