Biodiversity
Advisory platform for small farms based on earth observation
Source: smartAKIS
Last update: 05-03-24
Earth Observation (EO) refers the collection of information about our planet, using remote sensing technologies such as sensors mounted on satellites or drones. The European Union’s Copernicus programme provides EO data freely and openly for use by policy-...
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Agriculture Remote Aerial Sensing
Source: smartAKIS
Last update: 05-03-24
AREAS (Agriculture Remote Aerial Sensing) is part of Precisious Agriculture that uses remote sensing for surveying large farm areas, gathering large amount of data in near real-time manner, and processing and analysing data using statistical methods and ma...
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Automatic Detection of Regions in Spinach Canopies Responding to Soil Moisture Deficit Using Combined Visible and Thermal Imagery
Source: smartAKIS
Last update: 05-03-24
Thermal imaging has been used in the past for remote detection of regions of canopy showing symptoms of stress, including water deficit stress. Stress indices derived from thermal images have been used as an indicator of canopy water status, but these depe...
CoolFarm
Source: smartAKIS
Last update: 05-03-24
CoolFarm is a disruptive solution based on Artificial Intelligence (AI) and Machine Learning, connected to the cloud and with an intuitive interface, adaptable to web, mobile and tablet supports, supported on an unique concept of controlling, in a precise...
Development of an autonomous early warning system for Bactrocera dorsalis (Hendel) outbreaks in remote fruit orchards
Source: smartAKIS
Last update: 05-03-24
In this study, an autonomous early warning system, built upon the basis of wireless sensor networks and GSM networks, is presented to effectively capture long-term and up-to-the-minute natural environmental fluctuations in fruit farms. In addition, two mac...
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Drones to monitor crops and help fight weeds
Source: smartAKIS
Last update: 05-03-24
An EU initiative developed intelligent drones that detect weeds on crops, enabling herbicides to be targeted to infested areas only.
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FFARM Farming From Aerial Remote Mapping
Source: smartAKIS
Last update: 05-03-24
Drones are a part of new precision agriculture revolution. Many farming tasks could be worked by Drones by precision navigate in work mission plan and perform actions at set locations, for example, gathering crop data, spraying a pesticide, planting Monit...
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Farm manager
Source: Fairshare
Last update: 01-09-24
Farm manager - farm business planning/modelling and decision-making for agricultural advisors, farmers and education
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Machine learning assessments of soil drying
Source: smartAKIS
Last update: 05-03-24
This work models the wetting/drying process through machine learning algorithms fed by hydrologic data – remotely assessing soil conditions using only publicly-accessible information. Classification trees, k-nearest-neighbors, and boosted perceptrons deliv...
Monet Viticultura
Source: Fairshare
Last update: 01-09-24
Control of the vineyard state from any Internet connected device
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Multicolor fluorescence imaging as a candidate for disease detection in plant phenotyping
Source: smartAKIS
Last update: 05-03-24
The negative impact of conventional farming on environment and human health make improvements on farming management mandatory. Imaging techniques are implemented in remote sensing for monitoring crop fields and plant phenotyping programs. The increasingly ...
On Plant Detection of Intact Tomato Fruits Using Image Analysis and Machine Learning Methods
Source: smartAKIS
Last update: 05-03-24
In this study, we aimed to develop a method to accurately detect individual intact tomato fruits including mature, immature and young fruits on a plant using a conventional RGB digital camera in conjunction with machine learning approaches. The...
Prospera digital farming system
Source: smartAKIS
Last update: 05-03-24
The all-in-one digital farming system Prospera combines fantastically powerful technologies with a fiercely committed service We’re the data wizards in muddy boots We’ve planted in fields and greenhouses the world’s most advanced machine learning, ana...
Recognition system of oil palm fruit bunch types
Source: smartAKIS
Last update: 05-03-24
recognition system of oil palm types by image processing methods based on texture feature techniques and supervised machine learning.
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Smart Irrigation Decision Support System
Source: smartAKIS
Last update: 05-03-24
An automatic Smart Irrigation Decision Support System, SIDSS, is proposed to manage irrigation in agriculture. Our system estimates the weekly irrigations needs of a plantation, on the basis of both soil measurements and climatic variables gathered by seve...
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Smart detection of pests using optical and acoustic sensor networks - SDOP
Source: smartAKIS
Last update: 05-03-24
SDOP is the solution for identifying rodents and harmful lepidoptera in fields at the optimal moment, before their overproduction. It enables fast and affordable remote detection of pests on large agricultural fields using combination of optical and acoust...
The use of data mining to assist crop protection decisions on kiwifruit in New Zealand
Source: smartAKIS
Last update: 05-03-24
This study has demonstrated the potential usefulness of machine learning algorithms for extracting information from industry spray diary and pest monitoring data, enabling kiwifruit growers to predict the outcome of leafroller pest monitoring in summer. Wi...
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Two-stage procedure based on smoothed ensembles of neural networks applied to weed detection in orange groves
Source: smartAKIS
Last update: 05-03-24
We introduce a procedure for weed detection in orange groves which consists of two different stages. In the first stage, the main features in an image of the grove are determined (Trees, Trunks, Soil and Sky). In the second, the weeds are detected only in ...
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