Sensors in Agriculture

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 p...

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Bibliographic Details
Format:	eBook
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2019
Subjects:	History of engineering and technology 3D reconstruction agricultural land agriculture ambient intelligence apparent soil electrical conductivity apple shelf-life area frame sampling artificial neural networks back propagation model big data biological sensing birth sensor boron tolerance bovine embedded hardware cameras Capsicum annuum CARS case studies change of support chemometrics analysis chromium content CIE-Lab classification clover-grass compound sensor computer vision connected dominating set crop area crop inspection platform crop monitoring data fusion data validation and calibration dataset deep convolutional neural networks deep learning detection dielectric dispersion dielectric probe diffusion discrimination diseases distributed systems dry matter composition drying temperature dynamic weight ECa-directed soil sampling electrochemical sensors electromagnetic induction electronic nose energy balance energy efficiency event detection feature selection field crops fluorescent measurement Fusarium fuzzy logic gas sensor genetic algorithms geo-information geoinformatics geostatistics germination GF-1 satellite gradient boosted machines grapevine breeding greenhouse handheld heavy metal contamination hulled barely hyperspectral camera hyperspectral imaging irrigation Kinect land cover landslide laser wavelength laser-induced breakdown spectroscopy leaf area index LiDAR light-beam machine learning machine-learning management zones mandarin orange meat spoilage mobile app moisture moisture content multivariate water quality parameters naked barley near infrared near infrared sensors near-infrared neural networks NIR hyperspectral imaging nitrogen noninvasive detection object tracking obstacle detection on-line vis-NIR measurement one-class optical sensor packing density partial least squares-discriminant analysis pest pest management pest scouting photograph-grid method plant disease plant localization plant phenotyping PLS precision agriculture precision plant protection preprocessing methods processing of sensed data proximal sensor proximity sensing quality assessment radar radiative transfer model random forests real-time processing recognition patterns regression estimator remote sensing remote sensing image classification response surface sampling RGB-D sensor rice rice field monitoring rice leaves RPAS salt concentration salt tolerance scattering semi-arid regions sensor sensor evaluation silage simultaneous measurement smart irrigation soil soil mapping soil moisture sensors soil salinity soil type classification SPA-MLR spatial data spatial variability spatial-temporal model speckle spectral analysis spectral pre-processing spectroscopy spiking SS-OCT stereo imaging stratification striped stem-borer temperature sensors texture feature texture features thermal image thermal imaging time-series data total carbon total nitrogen UAS vegetable oil vegetation indices vine vineyard virtual organizations of agents visible and near-infrared reflectance spectroscopy Vitis vinifera water depth sensors water management water supply network weed control weeds wheat Wi-SUN wide field view wireless sensor wireless sensor network wireless sensor network (WSN) wireless sensor networks (WSN) WSN distribution algorithms X-ray fluorescence spectroscopy
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Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication

Sensors in Agriculture

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