CANEFIT solution is a unique toolbox driven by
agronomic insights and developed by GAMAYA to address
the specific needs of sugarcane cultivation in Brazil.
How are drones used for farming? The use of drones in agriculture is the future. Heavy lift drones capable of crop dusting and drones equipped with multispectral sensors will change the way in which farming is done.
Drones-as-a-Service for agricultural applications (by Philipp Trénel)TUS Expo
At TUS Nordics 2017, Philipp Trénel gave the presentation ‘Drones-as-a-Service for agricultural applications’ in our Arctic track, on Thursday 12 October 2017.
Agriculture in India constitutes more than 60% of the occupation. It serves to be the backbone of Indian economy. It is very important to improve the efficiency and productivity of agriculture by simultaneously providing safe cultivation of the farmers. Operations like spraying of pesticides, sprinkling fertilizers are very tedious. Use of drones for spraying of pesticides and sprinkling fertilizers can avoid health risks of farmer. Drones are the best option for capturing high resolution images. For remote sensing, aerial images are a very precise and convenient source of data for agricultural management. Mostly, satellite images have been used as the primary source of information for analyzing crop status in precision agriculture.Drones can used for chemical spraying. UAV estimation of crop nutrient status can directly benefit the application rate recommendations by producer or agronomist consultant by including the entirety of the field.An analysis can be performed with UAVs that has no equivalent in satellite sensors: a three-dimensional representation of surface conditions, also known as digital elevation models (DEMs).. Drones are a solid option for monitoring herds from overhead, tracking the quantity and activity level of animals on one’s field.
How are drones used for farming? The use of drones in agriculture is the future. Heavy lift drones capable of crop dusting and drones equipped with multispectral sensors will change the way in which farming is done.
Drones-as-a-Service for agricultural applications (by Philipp Trénel)TUS Expo
At TUS Nordics 2017, Philipp Trénel gave the presentation ‘Drones-as-a-Service for agricultural applications’ in our Arctic track, on Thursday 12 October 2017.
Agriculture in India constitutes more than 60% of the occupation. It serves to be the backbone of Indian economy. It is very important to improve the efficiency and productivity of agriculture by simultaneously providing safe cultivation of the farmers. Operations like spraying of pesticides, sprinkling fertilizers are very tedious. Use of drones for spraying of pesticides and sprinkling fertilizers can avoid health risks of farmer. Drones are the best option for capturing high resolution images. For remote sensing, aerial images are a very precise and convenient source of data for agricultural management. Mostly, satellite images have been used as the primary source of information for analyzing crop status in precision agriculture.Drones can used for chemical spraying. UAV estimation of crop nutrient status can directly benefit the application rate recommendations by producer or agronomist consultant by including the entirety of the field.An analysis can be performed with UAVs that has no equivalent in satellite sensors: a three-dimensional representation of surface conditions, also known as digital elevation models (DEMs).. Drones are a solid option for monitoring herds from overhead, tracking the quantity and activity level of animals on one’s field.
AI bots in the agriculture field can harvest crops at a higher volume and faster pace than human laborers. By leveraging computer vision helps to monitor the weed and spray them. Thus, Artificial Intelligence is helping farmers find more efficient ways to protect their crops from weeds.
Initially drones were designed only for military purpose. Since last decade drones are making a marvelous change in agricultural sector. Due to the increasing demand for agricultural labors, need for the increase in food production and food security, drones can be employed to bring the next revolution in agriculture. Hence, drones can be used by the Research Institutions, Agricultural Universities and State Agricultural Department to bring the future changes.
An overview of weeding by robots – focus on European solutionsDavide Rizzo
This presentation addressed an overview of the European context, mowing towards data-intensive farming, driven by the agfood sector. It is an invited presentation in the framework of a meeting coordinated by Matthew Cutulle (Clemson University) for a Specialty Crop Research Initiative (SCRI) planning grant about Robotic Weed Control in Specialty Crops. The meeting was organized as a side event during the Southeast Regional Fruit and Vegetable Conference. The presentation provides an overview of European trends on the topic, with a focus on the French institutional perspective aiming at the support and development of agricultural robotics to face the lack of labour and the willingness to phase out glyphosate. In this context, the RobAgri association was presented. The last part lists some sources of information about agricultural robotics, with a list of European sources of information on agricultural robotics and automation. The presentation ends with a list of robot examples that were compared from the agronomic point of view.
Internet of Things & Its application in Smart AgricultureMohammad Zakriya
As we know Agriculture plays vital role in the development of agricultural country. In India about 70% of population depends upon farming and one third of the nation’s capital comes from farming. Issues concerning agriculture have been always hindering the development of the country. The only solution to this problem is smart agriculture by modernizing the current traditional methods of agriculture. Hence the project aims at making agriculture smart using automation and IoT technologies.
Farmers, growers, and agricultural companies are increasingly adopting digital technologies to transform a traditional industry. In the past, farmers and growers made decisions based on their personal experience, combined with interpreting local conditions.
But digital technologies, from the internet of things to blockchain, are rapidly turning the industry into a high-tech sector. Smart, connected devices can now provide the insight to enable farms to improve every aspect of their operations.
- What is the digital agriculture revolution?
- How digital technologies are transforming the industry – including the impact of the internet of things and blockchain.
- What are the unique challenges that the sector faces in adopting digital technology?
- The future of agriculture
Reshaping the Future of Agriculture through ICT: Agriculture 4.0Rizwan MFM
M.F.M. Rizwan | Assistant Director of Agriculture (Development)
National Agriculture Information & Communication Centre (NAICC) | Department of Agriculture
Application of Artificial Intelligence (AI) in UAV Design TrainingBryan Len
Application of Artificial Intelligence (AI) in UAV Design Training. UAV stands for "Unmanned Aerial Vehicles" . It can play significant role in modern human life. The use of UAV technology already been started in the sectors like Smart Cities & Urban Management, Agriculture & High-tech Farming, Military and Defense Sector, Security and Surveillance, many other.
In the recent years, since researchers started conducting research on Unmanned Aerial Vehicles (UAVs), UAVs have been integrated into today's everyday life, including civilian area and military area. Many researchers have tried to make use of UAVs as an ideal platform for inspection, delivery, surveillance, and so on.
In particular, machine learning has been applied to UAVs for autonomous flight that enables UAVs do designated task more efficiently.
Tonex Training offers 2 days training course on Artificial Intelligence in UAC design. In this training,You will learn the history and the classification of machine learning, and discuss the state-of-the-art machine learning that has been applied to UAVs for autonomous flight.
Tonex will provide control strategies including parameter tuning, adaptive control for uncertain environment, and real-time path planning, and object recognition that have been described in the literature.
Learn about :
How AI Based Drone Works
Artificial Intelligence Drone Use Cases
Computer Vision in Drone Technology
How Drone Technology Works?
Drone Detecting Object Through Computer Vision
Deep Machine Learning in Object Detection & Drone Navigation
Applications of Computer Vision in Drones
AI-enabled Commercial Drone Use Cases
Drone in Smart Cities & Urban Management
Drone in Agriculture & High-tech Farming
Drone in Real Estate & Construction Industry
AI Drone in Military and Defense Sector
Human Tracking and Face Recognition
Drones in Security and Surveillance
Want to learn more ?
Visit tonex.com for Artificial Intelligence in UAV design training.
https://www.tonex.com/training-courses/application-of-artificial-intelligence-ai-in-uav-design-training/
Choosing the Best UAV Drones for Precision Agriculture and Smart Farming: Agr...Redmond R. Shamshiri
Best Drones For Agriculture, Exploring agricultural drones, Agricultural Drone Technology, Agricultural Drones for Sale, Choosing the Best UAV Drones for Precision Agriculture and Smart Farming: Agricultural drone buyer’s guide for farmers and agriculture service professionals
SOYFIT solution is a unique toolbox driven by agronomic insights and developed by GAMAYA to address the specific needs of soybean cultivation in Brazil.
SOYFIT solution is a unique toolbox driven by agronomic
insights and developed by GAMAYA to address the
specific needs of soybean cultivation in Brazil.
AI bots in the agriculture field can harvest crops at a higher volume and faster pace than human laborers. By leveraging computer vision helps to monitor the weed and spray them. Thus, Artificial Intelligence is helping farmers find more efficient ways to protect their crops from weeds.
Initially drones were designed only for military purpose. Since last decade drones are making a marvelous change in agricultural sector. Due to the increasing demand for agricultural labors, need for the increase in food production and food security, drones can be employed to bring the next revolution in agriculture. Hence, drones can be used by the Research Institutions, Agricultural Universities and State Agricultural Department to bring the future changes.
An overview of weeding by robots – focus on European solutionsDavide Rizzo
This presentation addressed an overview of the European context, mowing towards data-intensive farming, driven by the agfood sector. It is an invited presentation in the framework of a meeting coordinated by Matthew Cutulle (Clemson University) for a Specialty Crop Research Initiative (SCRI) planning grant about Robotic Weed Control in Specialty Crops. The meeting was organized as a side event during the Southeast Regional Fruit and Vegetable Conference. The presentation provides an overview of European trends on the topic, with a focus on the French institutional perspective aiming at the support and development of agricultural robotics to face the lack of labour and the willingness to phase out glyphosate. In this context, the RobAgri association was presented. The last part lists some sources of information about agricultural robotics, with a list of European sources of information on agricultural robotics and automation. The presentation ends with a list of robot examples that were compared from the agronomic point of view.
Internet of Things & Its application in Smart AgricultureMohammad Zakriya
As we know Agriculture plays vital role in the development of agricultural country. In India about 70% of population depends upon farming and one third of the nation’s capital comes from farming. Issues concerning agriculture have been always hindering the development of the country. The only solution to this problem is smart agriculture by modernizing the current traditional methods of agriculture. Hence the project aims at making agriculture smart using automation and IoT technologies.
Farmers, growers, and agricultural companies are increasingly adopting digital technologies to transform a traditional industry. In the past, farmers and growers made decisions based on their personal experience, combined with interpreting local conditions.
But digital technologies, from the internet of things to blockchain, are rapidly turning the industry into a high-tech sector. Smart, connected devices can now provide the insight to enable farms to improve every aspect of their operations.
- What is the digital agriculture revolution?
- How digital technologies are transforming the industry – including the impact of the internet of things and blockchain.
- What are the unique challenges that the sector faces in adopting digital technology?
- The future of agriculture
Reshaping the Future of Agriculture through ICT: Agriculture 4.0Rizwan MFM
M.F.M. Rizwan | Assistant Director of Agriculture (Development)
National Agriculture Information & Communication Centre (NAICC) | Department of Agriculture
Application of Artificial Intelligence (AI) in UAV Design TrainingBryan Len
Application of Artificial Intelligence (AI) in UAV Design Training. UAV stands for "Unmanned Aerial Vehicles" . It can play significant role in modern human life. The use of UAV technology already been started in the sectors like Smart Cities & Urban Management, Agriculture & High-tech Farming, Military and Defense Sector, Security and Surveillance, many other.
In the recent years, since researchers started conducting research on Unmanned Aerial Vehicles (UAVs), UAVs have been integrated into today's everyday life, including civilian area and military area. Many researchers have tried to make use of UAVs as an ideal platform for inspection, delivery, surveillance, and so on.
In particular, machine learning has been applied to UAVs for autonomous flight that enables UAVs do designated task more efficiently.
Tonex Training offers 2 days training course on Artificial Intelligence in UAC design. In this training,You will learn the history and the classification of machine learning, and discuss the state-of-the-art machine learning that has been applied to UAVs for autonomous flight.
Tonex will provide control strategies including parameter tuning, adaptive control for uncertain environment, and real-time path planning, and object recognition that have been described in the literature.
Learn about :
How AI Based Drone Works
Artificial Intelligence Drone Use Cases
Computer Vision in Drone Technology
How Drone Technology Works?
Drone Detecting Object Through Computer Vision
Deep Machine Learning in Object Detection & Drone Navigation
Applications of Computer Vision in Drones
AI-enabled Commercial Drone Use Cases
Drone in Smart Cities & Urban Management
Drone in Agriculture & High-tech Farming
Drone in Real Estate & Construction Industry
AI Drone in Military and Defense Sector
Human Tracking and Face Recognition
Drones in Security and Surveillance
Want to learn more ?
Visit tonex.com for Artificial Intelligence in UAV design training.
https://www.tonex.com/training-courses/application-of-artificial-intelligence-ai-in-uav-design-training/
Choosing the Best UAV Drones for Precision Agriculture and Smart Farming: Agr...Redmond R. Shamshiri
Best Drones For Agriculture, Exploring agricultural drones, Agricultural Drone Technology, Agricultural Drones for Sale, Choosing the Best UAV Drones for Precision Agriculture and Smart Farming: Agricultural drone buyer’s guide for farmers and agriculture service professionals
SOYFIT solution is a unique toolbox driven by agronomic insights and developed by GAMAYA to address the specific needs of soybean cultivation in Brazil.
SOYFIT solution is a unique toolbox driven by agronomic
insights and developed by GAMAYA to address the
specific needs of soybean cultivation in Brazil.
agroNET- a farmer's "personal agronomist"- is a set of modular components and ready to use cloud services designed to provide extensive agriculture expertise in an easily accessible and usable format. State of the art solutions; tailored to fit farmer’s needs; easily customizable; improving agricultural production in no time! These smart agriculture solutions can be licensed under agroNET or under our client’s own brand.
Digital Farming: Producing more with less in a sustainable way - OECD Pestici...OECD Environment
26 June 2019: The Pesticides Risk Reduction Seminar provided a good opportunity for experts in OECD governments and stakeholders to share their knowledge, experience and possible concerns in the area of Evolving Digital and Mechanical Technologies for Pesticides and Pest Management.
The Brussels Development Briefing n.45 on the subject of “Smart and Affordable farming solutions for Africa: the next driver for agricultural transformation” was held in Brussels at 09:00-13:00 on 13th July 2016 at the Albert Borschette Congress Center, Room 1.A (Rue Froissart 36, 1040 Brussels). This Briefing was organised by the ACP-EU Technical Centre for Agricultural and Rural Cooperation (CTA), in collaboration with the European Commission, the the European Commission / DEVCO, the ACP Secretariat, CONCORD, CEMA, Agricord and the PanAfrican Farmer’s Organisation (PAFO).
Parrot pro agro - Agro Innovations Forum 2018 by DroneUADroneUA Iakovenko
8 июня в рамках выставки Агро-2018 прошел Международный форум аграрных инноваций «Agro Innovations Forum 2018».Это первое мероприятие такого формата организованное DroneUA.Форум состоялся при поддержке Министерства аграрной политики и продовольствия Украины и Агентства «Бизнес Франс» при Посольстве Франции в Украине.
Dronxt the Era evolution is formed with a vision of creating new evolution in Intel and super inhuman effectiveness. it aims to enhance growth of drone’s sector globally in manufacturing innovative technology in both aerial unmanned and under water drones.
Kray Protection - Autonomous agricultural drones for crop dustingArtem Sorokin
Crop protection with ground application takes up to 20% of crop value due to trampling and requires a big equipment capex. Aerial application with currently available aviation services can cut these costs roughly in half.
Nevertheless, these services have severe disadvantages - they are outsourced (only 22% of US&C farms, the biggest ones, have own aerial application capabilities), too expensive ($25 to $50 per hectare), limited (a lot of fields cannot be processed due to size and form, or obstacles), prone to capacity shortages (many farmers need the same service in the same time, so shortages are practically inevitable).
Besides the crop protection needs to be applied in a particular moment of the crop or pest life cycle (often window is limited to 1 day) – so being able to make it exactly when it is needed is very important and not possible with current states of things in any way of application.
The very important is that application of crop protection impacts up to 70% of yield, so outsourcing it to aerial services leads to limited control.
Therefore, the reliable, inexpensive, in-house, productive enough aerial solution for crop protection application could solve severe pain experienced by farmers with middle-sized acreage.
Similar to Gamaya Sugarcane Product Overview - Canefit (20)
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
2. SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
CANEFIT SOLUTION OVERVIEW
CANEFIT solution is an unique toolbox driven by
agronomic insights and developed by GAMAYA to address
the specific needs of sugarcane cultivation in Brazil. It
offers:
BENEFITS
FLEXIBLE DEPLOYMENT based on long endurance
drones and manned aircrafts. The best solution is
chosen based on your operations.
CROP SPECIFIC TOOLS
taylor-made on demand for each farm. We offer our
tools based on the needs of your farm and our
agronomic insights.
SCALABLE METHODOLOGY targeting large
industrial producers, to be deployed in farms of
more than 20’000 Ha
FLEXIBILITY to tackle new challenges. Every farm
is different. We listen and we develop solutions
that target your specific problems.
✔ POWERFUL MONITORING of your fields
throughout the growing season
✔ TARGETED TREATMENT of crop issues in real
time that leads to significant cost savings
✔ EARLY YIELD PREDICTION strengthening
your price negotiation power
✔ BETTER YIELD QUALITY that allows for
higher selling prices
✔ SUSTAINABLE USE OF YOUR RESOURCES that
ensure a high farm productivity throughout the
seasons
1
3. INTEGRATED SOLUTION FOR SMART FARMING
2
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
UNIQUE ANALYTICAL SOFTWARE to translate data into
actionable agronomic insights. The software is
developed in house and it can be deployed to your farm
for your convenience.
MOST ADVANCED SPECTRAL IMAGING SENSOR based
on hyperspectral imaging technology. With our
patented light-weight 41 bands camera, you can have
access to a wealth of crop information, that can
significantly enhance your operations.
ACTIONABLE AGRONOMY-DRIVEN INFORMATION
Information complemented by recommendations are
delivered to you in the form of status and action maps
so that you can easily take action in your field.
4. CUSTOM SERVICES TAILORED FOR YOU
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
5. Detection of planting errors
and plant trampling
Weed detection &
classification
Biomass monitoring &
yield prediction
Accurate detection of planting errors two to four months after planting
Precise detection of plants trampled by equipment throughout the season
Deep understanding of the most attention needed areas during the crop installation
Monitoring and quantify the effect your operations have to your overall productivity
Precise detection of the weeds infestation in your field
Weeds identification so that you can decide if and what chemicals you will use to treat
them
Varied application rate maps so that you target the weeds and only the weeds, saving
significantly in herbicides
Yield prediction 45 days before harvest
Harvesting dates at pick crop maturity to optimise the yield
Growth monitoring throughout the season so that you better plant your on-field
operations
4
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
Sustainable management of your soil resources
Full farm mapping of potential eroded areas
Measurement of all agro-operations soil impact throughout the seasons
Soil erosion
6. Crop water stress
Herbicides application
damages
Accurate detection of crop water status at plant level
Better planning of irrigation based on the crop's actual needs throughout the season
Detection of herbicides application leaf damages
Deeper understanding of the all losses due to field operations
5
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
Pests and diseases
detection
Detection of nematodes, Brazilian migdolus and sugarcane rust
Quick and cost effective assessment of your farm. No more manual sampling and lab
costs
Cost savings due to variable rate spraying recommendations where is needed and at
the quantity is needed
NPK deficiency
Accurate detection of NPK with a 30 cm resolution
Nutrient deficiency maps at all critical crop stages
Crop stage specific detection and fertilisation recommendations
EXPERIMENTAL
EXPERIMENTAL
EXPERIMENTAL
EXPERIMENTAL
7. WEED DETECTION AND CLASSIFICATION
BENEFITS
DELIVERABLES
Up to 30% reduction in
chemical usage
Up to 20% decrease of
weed-related losses
Reduction of manual
scouting costs
- Categorization by species
- Detailed counting per m2
- Prescription maps
- Evaluation of economic impact
FIELD OVERVIEW WEEDS DETECTION MAP
Weeds coverage - 11,02% of crop area
Weed type 1 Weed type 2
7
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
8. DETECTION OF PLANTING ERRORS
AND PLANT TRAMPLINGBENEFITS
DELIVERABLES
Decrease of planting
related losses over the
lifetime of sugarcane
Up to 10% yield increase
due to timely treatment of
planting gaps
- Replanting recommendations
- Planting gaps in every plant
row + relevant statistics
Timely and precise
replanting for yield
maximization
- Trampling areas on the plant
level
FIELD OVERVIEW
Planting gaps
6
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
Crop
PLANTING GAPS MAP
17,55% of crop area
9. DETECTION OF SOIL EROSION
Up to 50% reduction of
losses caused by soil
erosion
- Quantification of farm areas
under erosion pressure
- Areas affected by soil
erosion
- Seasonal monitoring of the
farm soil status
BENEFITS
DELIVERABLES
Better risk management
STATUS MAP SOIL EROSION MAP
5
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
Optimization of harvesting
process
10. YIELD PREDICTION AND GROWTH MONITORING
BENEFITS
DELIVERABLES
Optimization of your
harvest planning
Optimal sugar content
- Yield maps
- Detailed biomass growth
maps
>8.5 tn/ha
8.4-8 tn/ha
8-7.5 tn/ha
7.5-7 tn/ha
<7 tn/ha
- Harvest planning
management and
harvesting dates
Know your yield and
negotiate your price early in
the season
BIOMASS GROWTH MAP SUGAR PREDICTION MAP
> 24 tn/ha
22 tn/ha
22-20 tn/ha
29-18 tn/ha
<18 tn/ha
8
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
11. ACTIONABLE DELIVERABLES
The reaction time is based on the urgency of the monitoring request
and it is custom to it.
Based on your operational needs at all critical stages of your
cultivation. Our operational solutions can cover any size of farm easily
and accurately.
5 flights per season based on your requested tools. I.e. planting errors
monitoring flights are concentrated at the first 2 to 4 months of the
installation so that you can quickly take corrective measures.
FULL COVERAGE OF
YOUR FARM
CONTINUOUS & FLEXIBLE
MONITORING OF ISSUES
RESULTS WITHIN 48
HOURS
9
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
12. INTEGRATED ADVISORY SYSTEM TO CONNECT ALL STAKEHOLDERS
1
We collect imagery of
your farmland using our
network of drone
operators
2
The farm uploads all planed
agro-operations of the
season to the advisory
system
3
Farm uploads any soil
lab test results to the
advisory system
4
System provides the farm
agronomist with data-driven
advice on nutrient and pesticide
needs, presence of weeds and crop
development
5
Information from advisory
system is uploaded into
precision farming machinery
to implement required
agrotechnical operations
6
Farm agronomist tracks
each crop stage and
uploads crop yield, pests
and disease trends, and all
relevant information
7
System generates reports
about productivity and
profitability in the end of
growing season
10
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
13. ECONOMIC BENEFITS
Up to 15% INCREASE
of crop yield due to optimised planting
scheme and farm operations
Up to 20% REDUCTION
in fertiliser and chemicals usage due to
optimized variable rate application
Up to 20% DECREASE
in nutrient deficiencies, water stress and
weed-related losses
Up to 50% DECREASE in the farm's
environmental footprint
INCREASE OF SUGAR CONTENT due to
optimisation of all crop operations
11
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
14. BENEFITS OF HYPERSPECTRAL IMAGING
Satellites and drone fitted cameras are using multi-spectral technology.
Multispectral technology can offer a good overview of crop such as overall
growth but fails to do so in an integrated scalable way and to tackle more
complex problems such as weeds, pests, diseases and nutrient deficiencies.
Hyperspectral technology used by Gamaya, with its higher detection capabilities
can develop solutions for almost any problem encountered in the field.
SPECTRAL IMAGING
Is the detection of light
reflected by the crop with the
use of specialized sensors.
It is measured in spectral bands.
The higher the number of bands
the higher the accuracy, the
flexibility and information
content
CATEGORY SOLUTION MULTISPECTRAL GAMAYA
Technical specs Number of spectral bands Up to 5 41
Scalability No Yes
Informational content Low High
Informational
products
Biomass growth
Nitrogen detection
Yield predictions
P & K detection
Weeds detection and
classification
Plant water stress
Planting gaps
Pests & diseases
✔
✔
✘
✘
✘
✘
✘
✘
✔
✔
✔
✔
✔
✔
✔
✔
12
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
15. BENEFITS OF DRONE-BASED SOLUTION
BENEFITS
Autonomous operations
and scalability
Flexibility and ability
to use during adverse
climatic conditions
Higher resolution and
precision for farm
operations
PARAMETER SATELLITE AIRCRAFT/ DRONE
Scalable No* Yes
Spatial resolution Typically 50cm - 2m/ pixel Ultra high, up to sub cm/ pixel
Temporal resolution &
operational flexibility
Limited by the orbit
coverage patterns. Revisit
time of 1-2 weeks.
Very flexible
Available on demand
Spectral resolution Up to 5 spectral bands Hyperspectral imaging (41 bands)
Quality and accuracy of
information
Low High
Minimum-area sale
requirements
100’s to 1000’s sq.km per
order
Not relevant
Dependency on weather
conditions
Non functional during cloudy
conditions
Low dependency on weather
conditions
Most advanced
hyperspectral imaging
camera on board
* not scalable due to the need of calibration for specific climate and soil
conditions, type of crop and other variables
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
16. WHY CHOOSE GAMAYA?
14
SOLUTION CUSTOM SERVICES
ACTION DRIVEN
ANALYTICS
INTEGRATED
PLATFORM
PROVEN BENEFITS
& RESULTS
Agronomy-driven expertize
In Gamaya we don’t just collect
data. We look for specific
information, necessary to
characterize plant physiological
processes and symptoms
providing a fully integrated
spherical understanding of soil,
crop and climate.
Full range of farming issues from
crop yield monitoring to threats
detections are covered by our
novel solution tools. Our solution
addresses all farming issues that
need to be timely treated
throughout the season, with the
added benefit of using only one
trusted service provider.
Commercially viable solution to
detect & classify weeds
No true non-destructive remote
sensing solution to detect and
classify weeds currently exists. The
ones in existence need intensive
scouting from your part, which is
costly, slow and inefficient. In
Gamaya we are able to identify the
existence and the weeds types
present on your farm, within 24 hours
after the flight, with no need for
human intervention.
Most advanced and sensitive
technology based on the
hyperspectral imaging allows us to
derive much more valuable, precise
and accurate information about plant
physiology and chemical processes.
Crop-specific and tailored-made
analytics
In Gamaya we understand the
importance of the location of your
operations. That's why we customize
our analytics for the specific crop,
soil and climate conditions, and
adapt our solutions to the existing
operations of the individual industrial
grower.
Substantial economic benefits from
season one from improved production
efficiency due to reducing disease
and weed-related losses, to
decreasing usage of chemicals and
fertilizers and associated costs, and
contributing to more sustainable
operations.