08294nam 2202581z- 450 991034685900332120231214133514.03-03897-413-7(CKB)4920000000095077(oapen)https://directory.doabooks.org/handle/20.500.12854/59230(EXLCZ)99492000000009507720202102d2019 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierSensors in AgricultureVolume 1MDPI - Multidisciplinary Digital Publishing Institute20191 electronic resource (346 p.)3-03897-412-9 Agriculture 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.optical sensorspectral analysisresponse surface samplingsensor evaluationelectromagnetic inductionmultivariate water quality parametersmandarin orangecrop inspection platformSPA-MLRobject trackingfeature selectionsimultaneous measurementdiseasesgenetic algorithmsprocessing of sensed dataelectrochemical sensorsthermal imageECa-directed soil samplinghandheldrecognition patternssalt concentrationclover-grassbovine embedded hardwareweed controlsoilfield cropsvineyardconnected dominating setwater depth sensorsSS-OCTwheatstriped stem-borersilagegeostatisticsdetectionNIR hyperspectral imagingelectronic nosemachine learningvirtual organizations of agentspacking densitydata validation and calibrationdatasetWi-SUNtemperature sensorsgeoinformaticsgas sensorX-ray fluorescence spectroscopyvegetable oilphotograph-grid methodVitis viniferaWSN distribution algorithmslaser-induced breakdown spectroscopyirrigationquality assessmentenergy efficiencywireless sensor network (WSN)geo-informationFusariumtexture featuresweedsdiscriminationbig datasoil moisture sensorsmeat spoilageland coverstereo imagingnear infrared sensorsbiological sensingcompound sensorpest managementmoistureplant localizationheavy metal contaminationartificial neural networksspectral pre-processingmoisture contentapparent soil electrical conductivitydata fusionsemi-arid regionssmart irrigationback propagation modelwireless sensor networkenergy balancelight-beamfluorescent measurementagricultureprecision agriculturedeep learningspectroscopyhulled barelydielectric probeRPASwater supply networkrice leavesmobile appgradient boosted machineshyperspectral cameraone-classnitrogenLiDARtotal carbonchemometrics analysisriceagricultural landon-line vis-NIR measurementCARSobstacle detectionstratificationneural networksregression estimatorKinectproximity sensingdistributed systemspestnoninvasive detectiontexture featuresoil mappingclassificationsoil salinityvisible and near-infrared reflectance spectroscopygerminationcomputer visionhyperspectral imagingdiffusiondielectric dispersionUASrandom forestscase studiestotal nitrogenthermal imagingcamerasdry matter compositionnear-infraredsalt tolerancedeep convolutional neural networkssoil type classificationwater managementpreprocessing methodswireless sensor networks (WSN)remote sensing image classificationprecision plant protectionradarspatial variabilityGF-1 satelliteplant diseasenaked barleyleaf area indexCIE-Labchange of supportradiative transfer model3D reconstructionplant phenotypingvinenear infraredvegetation indicesremote sensinggreenhousetime-series datascatteringsensorcrop areaspecklespatial datagrapevine breedingwide field viewpartial least squares-discriminant analysisspikingarea frame samplingchromium contentmachine-learningRGB-D sensorpest scoutingPLSCapsicum annuumspatial-temporal modeldrying temperatureboron toleranceambient intelligencelaser wavelengthfuzzy logicdynamic weightlandslidemanagement zonesreal-time processingevent detectioncrop monitoringapple shelf-liferice field monitoringwireless sensorbirth sensorproximal sensorMoshou Dimitriosauth1278945BOOK9910346859003321Sensors in Agriculture3014271UNINA