COMPUTERS AND ELECTRONICS IN AGRICULTURE
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A review on the combination of deep learning techniques with proximal hyperspectral images in agriculture.
210:107920.
2023-01-01
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Assessing the influence of crop model structure on the performance of data assimilation for sugarcane.
209:107848-107849.
2023-01-01
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Barley systemic bioelectrical changes detect pathogenic infection days before the first disease symptoms.
209:107832.
2023-01-01
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Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits.
211:107957.
2023-01-01
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Digital mapping of coffee ripeness using UAV-based multispectral imagery.
204:107499-13.
2023-01-01
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Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment.
206:107668.
2023-01-01
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Identifying pregnancy in cows using ovarian ultrasound images and convolutional neural networks - a proof-of-concept study.
206:1-1.
2023-01-01
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Mapping crop rotation by satellite-based data fusion in Southern Brazil.
211:107958.
2023-01-01
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Proficiencies of different fuzzy inference systems in predicting the production performance of broiler chickens.
209:107860.
2023-01-01
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Statistical and fuzzy modeling for accurate prediction of feed intake and surface temperature of laying hens subjected to light challenges.
211:108050-14.
2023-01-01
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A Machine Learning approach to reconstruct cloudy affected vegetation indices imagery via data fusion from Sentinel-1 and Landsat 8.
194:106753.
2022-01-01
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Acoustics applied in the development of equipment for precision agriculture: Coffee handling and harvesting.
198:106981-14.
2022-01-01
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Application of multispectral imaging combined with machine learning models to discriminate special and traditional green coffee.
198:107097.
2022-01-01
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Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network.
195:106818.
2022-01-01
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CEIFA: A multi-level anomaly detector for smart farming.
202:107279.
2022-01-01
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Crop type classification in Southern Brazil: Integrating remote sensing, crop modeling and machine learning.
201:1-15.
2022-01-01
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Detection and classification of whiteflies and development stages on soybean leaves images using an improved deep learning strategy.
199:107132.
2022-01-01
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Empirical mode decomposition applied to acoustic detection of a cicadid pest.
199:107181.
2022-01-01
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Ensemble of hybrid Bayesian networks for predicting the AMEn of broiler feedstuffs.
198:107067.
2022-01-01
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Estimating pasture aboveground biomass under an integrated crop-livestock system based on spectral and texture measures derived from UAV images.
198:107122.
2022-01-01
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Evidence of parameters underestimation from nonlinear growth models for data classified as limited.
200:1-12.
2022-01-01
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Heat transfer model for predicting hen?s core temperature.
193:106676.
2022-01-01
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Irrigation management zone strategies impact assessment on potential crop yield, water and energy savings.
201:107349.
2022-01-01
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New approach to estimate macro and micronutrients in potato plants based on foliar spectral reflectance.
198:107074.
2022-01-01
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Nitrogen variability assessment of pasture fields under an integrated crop-livestock system using UAV, PlanetScope, and Sentinel-2 data.
193:106645-11.
2022-01-01
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Novelty detection in UAV images to identify emerging threats in eucalyptus crops.
196:106901.
2022-01-01
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On supervised learning to model and predict cattle weight in precision livestock breeding.
195:106706-19.
2022-01-01
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Parameterizing field capacity as the upper limit of available water in bucket-type hydrological models.
194:106801.
2022-01-01
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Reliability provisioning for Fog Nodes in Smart Farming IoT-Fog-Cloud continuum.
200:107252.
2022-01-01
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Remote detection and measurement of leaf-cutting ant nests using deep learning and an unmanned aerial vehicle.
198:107071.
2022-01-01
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Sensors and frequencies of soil water content measurement affecting agro-hydrological simulations and irrigation management.
194:106763.
2022-01-01
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Sex type determination in papaya seeds and leaves using near infrared spectroscopy combined with multivariate techniques and machine learning.
193:106674.
2022-01-01
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Swarm robots in mechanized agricultural operations: A review about challenges for research.
193:106608.
2022-01-01
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The importance of modeling the effects of trend and anisotropy on soil fertility maps.
196:1.
2022-01-01
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Time-dependent performance evaluation of tire repair emergency systems in the agricultural stage of sugarcane mills.
193:106701.
2022-01-01
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Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection.
203:107480.
2022-01-01
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Using Nix color sensor and Munsell soil color variables to classify contrasting soil types and predict soil organic carbon in Eastern India.
199:107192.
2022-01-01
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Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification.
195:106839-1.
2022-01-01
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A deep learning approach combining instance and semantic segmentation to identify diseases and pests of coffee leaves from in-field images.
186:106191-12.
2021-01-01
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A deep learning method for the long-term prediction of plant electrical signals under salt stress to identify salt tolerance.
190:106435.
2021-01-01
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A system for plant detection using sensor fusion approach based on machine learning model.
189:106382-106393.
2021-01-01
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An automatic phytopathometry system for chlorosis and necrosis severity evaluation of asian soybean rust infection.
191:106542.
2021-01-01
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An overview of agriculture 4.0 development: Systematic review of descriptions, technologies, barriers, advantages, and disadvantages.
189:106405--.
2021-01-01
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Cattle counting in the wild with geolocated aerial images in large pasture areas.
189:106354.
2021-01-01
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Cattle reference growth curves based on centile estimation: A GAMLSS approach.
192:106572.
2021-01-01
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Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models.
190:106476.
2021-01-01
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Detection and mapping of trees infected with citrus gummosis using UAV hyperspectral data.
188:106298.
2021-01-01
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Detection, classification, and mapping of coffee fruits during harvest with computer vision.
183:106066-106077.
2021-01-01
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Determination of application volume for coffee plantations using artificial neural networks and remote sensing.
184:106096.
2021-01-01
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Development of a computer vision approach as a useful tool to assist producers in harvesting yellow melon in northeastern Brazil.
192:106554.
2021-01-01
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Development of a heat pulse sensor for measuring matric suction on soilless substrates.
185:106119.
2021-01-01
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Does using soil chemical variables in cokriging improve the spatial modelling of the commercial wood volume of Brazilian mahogany in an Amazonian agroforestry system?.
18:105891.
2021-01-01
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DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage.
180:105906.
2021-01-01
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Empirical model for forecasting sugarcane yield on a local scale in Brazil using Landsat imagery and random forest algorithm.
184:1-10.
2021-01-01
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Hormetic effects of low-dose gamma rays in soybean seeds and seedlings: a detection technique using optical sensors.
187:106251.
2021-01-01
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Integrated planning for planting and harvesting sugarcane and energy-cane for the production of sucrose and energy.
184:1-12.
2021-01-01
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Low-cost open-source platform for irrigation automation.
190:106481.
2021-01-01
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MACHINE LEARNING IN THE PREDICTION OF SUGARCANE PRODUCTION ENVIRONMENTS.
190:1/ 106452-11.
2021-01-01
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Modal properties of macaw palm fruit-rachilla system: An approach by the stochastic finite element method (SFEM).
184:106099.
2021-01-01
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Plant Diseases recognition on images using Convolutional Neural Networks: A Systematic Review.
185:1-31.
2021-01-01
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Predicting on multi-target regression for the yield of sweet potato by the market class of its roots upon vegetation indices.
191:106544.
2021-01-01
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Predicting the sugarcane yield in real-time by harvester engine parameters and machine learning approaches.
181:105945-105954.
2021-01-01
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Sensor placement in 2D/3D wetting patterns from drip irrigation for quantification of evapotranspiration.
188:106356.
2021-01-01
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Technological support for detection and prediction of plant diseases: A systematic mapping study.
181:105922-23.
2021-01-01
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A computational model for soil fertility prediction in ubiquitous agriculture.
175:1-105611.
2020-01-01
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A computer-assisted soil texture analysis using digitally scanned images.
174:105435.
2020-01-01
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A method for counting and classifying aphids using computer vision.
169:105200.
2020-01-01
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A method for mining combined data from in-hive sensors, weather and apiary inspections to forecast the health status of honey bee colonies.
169:105161.
2020-01-01
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A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices.
178:105791.
2020-01-01
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AMEn Predictor: A mobile app to predict energy values of broilers feedstuffs.
175:105509.
2020-01-01
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Accuracy and precision evaluation of two low-cost RTK global navigation satellite systems.
168:105142.
2020-01-01
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Applying machine learning techniques on feeding behavior data for early estrus 2 detection in dairy heifers.
179:1-8.
2020-01-01
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Artificial neural networks on integrated multispectral and SAR data for high-performance prediction of eucalyptus biomass.
168:105089.
2020-01-01
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Automated acoustic detection of a cicadid pest in coffee plantations.
169:105215.
2020-01-01
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Automated means to classify lab-scale termite damage.
168:105105.
2020-01-01
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Automated operational logging plan considering multi-criteria optimization.
170:105253.
2020-01-01
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Automatic detection and classification of honey bee comb cells using deep learning.
170:1-14.
2020-01-01
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Automatic identification of insects from digital images: A survey.
178:105784.
2020-01-01
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Automatic prediction of stress in piglets (Sus Scrofa) using infrared skin temperature.
168:105148-11.
2020-01-01
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BerryIP Embedded: An embedded vision system for strawberry crop Article type.
173:105354.
2020-01-01
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BerryIP embedded: An embedded vision system for strawberry crop.
173:105354.
2020-01-01
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Cattle weight estimation using active contour models and regression trees Bagging.
179:105804.
2020-01-01
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Citrus advisory system: A web-based postbloom fruit drop disease alert system.
178:105781.
2020-01-01
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Cluster index for estimating thermal poultry stress (gallus gallus domesticus).
177:105704-105715.
2020-01-01
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Convolutional neural networks in predicting cotton yield from images of commercial fields.
171:105307.
2020-01-01
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Cotton pests classification in field-based images using deep residual networks.
174:105488.
2020-01-01
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Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia.
170:105274.
2020-01-01
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Deep learning for classification and severity estimation of coffee leaf biotic stress.
169:105162.
2020-01-01
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Design of parallel plate electrocoagulation reactors supplied by photovoltaic system applied to water treatment.
177:105676.
2020-01-01
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Detection and classification of soybean pests using deep learning with UAV images.
179:1.
2020-01-01
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Discrimination of biting and chewing behaviour in sheep using a tri-axial accelerometer.
168:105051.
2020-01-01
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Dynamic behavior of coffee tree branches during mechanical harvest.
173:105415.
2020-01-01
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Environmental monitoring in a poultry farm using an instrument developed with the internet of things concept.
170:105257.
2020-01-01
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Evaluation of low-cost depth cameras for agricultural applications.
173:105394.
2020-01-01
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Forest inventory with high-density UAV-Lidar: machine learning approaches for predicting individual tree attributes.
179:105815-105825.
2020-01-01
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Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association.
170:105247.
2020-01-01
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IJCropSeed: An open-access tool for high-throughput analysis of crop seed radiographs.
175:1.
2020-01-01
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IRIS-GRAPE: An approach for prediction of quality attributes in vineyard grapes inspired by iris biometric recognition.
168:105140.
2020-01-01
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IrrigaSys: A web-based irrigation decision support system based on open source data and technology.
178:105822.
2020-01-01
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Low-cost and versatile sensor based on multi-wavelengths for real-time estimation of microalgal biomass concentration in open and closed cultivation systems.
176:105641.
2020-01-01
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Mapping soybean planting area in midwest Brazil with remotely sensed images and phenology-based algorithm using the Google Earth Engine plataform.
169:0168-10.
2020-01-01
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Modal properties of coffee plants via numerical simulation.
175:105552.
2020-01-01
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Modeling yield response to crop management using convolutional neural networks.
170:105197.
2020-01-01
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Modelling the trash blanket effect on sugarcane growth and water use.
172:105361.
2020-01-01
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Multi-step ahead forecasting of daily reference evapotranspiration using deep learning.
178:105728.
2020-01-01
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Multilevel data fusion for the internet of things in smart agriculture.
171:105309-1.
2020-01-01
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New multiple imputation methods for genotype-by-environment data that combine singular value decomposition and Jackknife resampling or weighting schemes.
176:105617.
2020-01-01
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Proposal of LED-based linear lighting systems with low power consumption and high light distribution for laying hens.
169:1-11.
2020-01-01
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R software packages as a tool for evaluating soil physical and hydraulic properties.
168:105077.
2020-01-01
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Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks.
175:105548.
2020-01-01
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Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks.
177:105700.
2020-01-01
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Routing model applied to forest inventory vehicles planning.
175:105544.
2020-01-01
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SATVeg: A web-based tool for visualization of MODIS vegetation indices in South America.
175:105516-9.
2020-01-01
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Splintex 2.0: A physically-based model to estimate water retention and hydraulic conductivity parameters from soil physical data.
169:105157.
2020-01-01
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The impact of sensitivity and uncertainty of soil physical parameters on the terms of the water balance: Some case studies with default R packages. Part I: Theory, methods and case descriptions.
170:105054.
2020-01-01
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Towards combining data prediction and internet of things to manage milk production on dairy cows.
169:105156.
2020-01-01
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Use of UAVs for an efficient capsule distribution and smart path planning for biological pest control.
173:105387-105397.
2020-01-01
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Use of color parameters in the grouping of soil samples produces more accurate predictions of soil texture and soil organic carbon.
177:105710.
2020-01-01
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Web applications for spatial analyses and thematic map generation.
172:105374.
2020-01-01
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Yield mapping methods for manually harvested crops.
177:105693-105707.
2020-01-01
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