GeoAgris is an Argentine company founded in 2004 that provides decision support systems and precision agriculture services to optimize crop production in Argentina, Brazil, and Uruguay using spatial analysis and GIS. Some of its services include land evaluation using satellite imagery, production input optimization, production control, irrigation control, and variable rate application. It has over 18 employees including agronomists, computer scientists, and field support technicians. GeoAgris collaborates with universities and research institutions and engages in various marketing and outreach activities.
Farm Management System - Delivering a Precision Agriculture SolutionHPCC Systems
Jeff Bradshaw & Graeme McCracken, RBI, present at the 2016 HPCC Systems Engineering Summit Community Day.
In this session, we will share our use case on how we have collected data from remote Farm Management Systems (used by the Farmers/Growers to manage their farms), and overlaying that with weather data and actual machinery data (IoT) and using this data to feed Agronomists and Crop Protection/Seed Manufacturers to get recommendations back. The goal is to deliver a precision agriculture solution which helps the Farmer to increase his yield and helps us to feed the growing population of the world.
Jeff Bradshaw is the founder of Adaptris and Group CTO of Adaptris/F4F/DBT within Reed Business Information. He has spent his career integrating data wherever it resides and in-flight across a number of industries including Agriculture, Airlines, Telecommunications, Healthcare, Government and Finance.
Jeff has worked with and contributed to a number of international standards bodies and continues to work with large enterprises to help them extract value from their data silos and share data seamlessly with their trading partners to achieve business benefit. For the last few years Jeff has been focusing on Big Data and how to gather that across a wide range of sources to help gain insight into the agri-food supply chain.
Graeme is the Chief Operating Officer for Proagrica, the global agricultural and animal health division within RELX covering Media, Software, Integration & Connectivity and Data & Analytics. Prior to this role, Graeme was the CEO of RELX’s Construction Data & Analytics business in North America with a background in data, product and IT innovation across a complex portfolio of companies in Europe, North America and Australasia.
Graeme has been in RELX for 24 years driving a range of strategic initiatives and building strong teams that are well motivated, involved and having fun. As part of overall strategic alignment, successfully delivered the divestment of a number of divisions whilst ensuring that these units were well set for the future. Impressive track record in transforming a range of business units across RELX and setting them on a successful growth path.
Telematics, automation, control systems in precision ag 2014John Nowatzki
Current technology for managing digital farm data. Includes new commercial data management programs that provide detailed field-level prescription maps and agronomic recommendations.
Molly Brown
WEBINAR
Using Satellite Imagery for Early Warning of Productivity Constraints
Organized by the Food Security Portal (FSP)
OCT 31, 2019 - 11:00 AM TO 12:30 PM EDT
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).
Global precision agriculture market analysis & forecast (2014 2022)BIS Research
Precision Farming is an area of farming techniques associated with management of variability of soil, nutrients, water, crop and environmental factors. In conventional agriculture practices, fields subject to farming are considered to be uniform and thus applied with uniform rates of agrochemicals and fertilizers. The world population is estimated to hit the 9 billion mark by the year 2050. With per capita arable land decreasing by the day due to rapidly increasing population, efficient agricultural techniques are the need of the hour. Precision Agriculture presents significant potential in enhancing food productivity while at the same time providing sustainable management of resources. The global precision farming market is estimated to grow at a CAGR of 13.09% from 2015 to 2022, to reach over $6.43 billion by 2022.
Precision Agriculture for smallholder farmers: Are we dreaming?CIMMYT
Presentation delivered by Dr. Bruno Gerard (Global Conservation Agriculture Program, CIMMYT) at Borlaug Summit on Wheat for Food Security. March 25 - 28, 2014, Ciudad Obregon, Mexico.
http://www.borlaug100.org
Farm Management System - Delivering a Precision Agriculture SolutionHPCC Systems
Jeff Bradshaw & Graeme McCracken, RBI, present at the 2016 HPCC Systems Engineering Summit Community Day.
In this session, we will share our use case on how we have collected data from remote Farm Management Systems (used by the Farmers/Growers to manage their farms), and overlaying that with weather data and actual machinery data (IoT) and using this data to feed Agronomists and Crop Protection/Seed Manufacturers to get recommendations back. The goal is to deliver a precision agriculture solution which helps the Farmer to increase his yield and helps us to feed the growing population of the world.
Jeff Bradshaw is the founder of Adaptris and Group CTO of Adaptris/F4F/DBT within Reed Business Information. He has spent his career integrating data wherever it resides and in-flight across a number of industries including Agriculture, Airlines, Telecommunications, Healthcare, Government and Finance.
Jeff has worked with and contributed to a number of international standards bodies and continues to work with large enterprises to help them extract value from their data silos and share data seamlessly with their trading partners to achieve business benefit. For the last few years Jeff has been focusing on Big Data and how to gather that across a wide range of sources to help gain insight into the agri-food supply chain.
Graeme is the Chief Operating Officer for Proagrica, the global agricultural and animal health division within RELX covering Media, Software, Integration & Connectivity and Data & Analytics. Prior to this role, Graeme was the CEO of RELX’s Construction Data & Analytics business in North America with a background in data, product and IT innovation across a complex portfolio of companies in Europe, North America and Australasia.
Graeme has been in RELX for 24 years driving a range of strategic initiatives and building strong teams that are well motivated, involved and having fun. As part of overall strategic alignment, successfully delivered the divestment of a number of divisions whilst ensuring that these units were well set for the future. Impressive track record in transforming a range of business units across RELX and setting them on a successful growth path.
Telematics, automation, control systems in precision ag 2014John Nowatzki
Current technology for managing digital farm data. Includes new commercial data management programs that provide detailed field-level prescription maps and agronomic recommendations.
Molly Brown
WEBINAR
Using Satellite Imagery for Early Warning of Productivity Constraints
Organized by the Food Security Portal (FSP)
OCT 31, 2019 - 11:00 AM TO 12:30 PM EDT
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).
Global precision agriculture market analysis & forecast (2014 2022)BIS Research
Precision Farming is an area of farming techniques associated with management of variability of soil, nutrients, water, crop and environmental factors. In conventional agriculture practices, fields subject to farming are considered to be uniform and thus applied with uniform rates of agrochemicals and fertilizers. The world population is estimated to hit the 9 billion mark by the year 2050. With per capita arable land decreasing by the day due to rapidly increasing population, efficient agricultural techniques are the need of the hour. Precision Agriculture presents significant potential in enhancing food productivity while at the same time providing sustainable management of resources. The global precision farming market is estimated to grow at a CAGR of 13.09% from 2015 to 2022, to reach over $6.43 billion by 2022.
Precision Agriculture for smallholder farmers: Are we dreaming?CIMMYT
Presentation delivered by Dr. Bruno Gerard (Global Conservation Agriculture Program, CIMMYT) at Borlaug Summit on Wheat for Food Security. March 25 - 28, 2014, Ciudad Obregon, Mexico.
http://www.borlaug100.org
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).
Precision Agriculture: a concise introduction Joseph Dwumoh
The presentation supplies a brief introduction to what precision agriculture is, what drives its adoption, and what challenges the acceptance of the technologies involved.
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)
Teff production and market access in ethiopiaessp2
International Food Policy Research Institute/ Ethiopia Strategy Support Program (IFPRI/ ESSP)and Ethiopian Development Research Institute (EDRI) Coordinated a conference with Agriculutral Transformation Agency (ATA) and Ministry of Agriculutrue (MoA) on Teff Value Chain at Hilton Hotel Addis Ababa on October 10, 2013.
results of FieldFact project (EU FP6) concerning relevant EGNOS precision based applications for European agriculture. Three applications show how EGNOS and precision agriculture are critical instruments in transforming agriculture into a sustainable sector.
Precision farming is a site-specific crop management (SSCM) technique implemented by farmers in their fields to improve crop yield and quality. It utilizes advanced technologies, such as GPS, GIS, telematics, and remote sensing, to obtain real-time updates related to crops.
Ask for Request sample: https://www.progressivemarkets.com/request-sample/precision-farming-market
GIS in agriculture helps farmers to achieve increased production and reduced costs by enabling better management of land resources. The risk of marginalization and vulnerability of small and marginal farmers, who constitute about 85% of farmers globally, also gets reduced.
Agricultural Geographic Information Systems using Geomatics Technology enable the farmers to map and project current and future fluctuations in precipitation, temperature, crop output etc.
Adoption of precision farming technologies in pakistanWaqas Javed
Precision agriculture (PA) is an approach to farm management that uses information technology (IT) to ensure that the crops and soil receive exactly what they need for optimum health and productivity. The goal of PA is to ensure profitability, sustainability and protection of the environment. PA is also known as satellite agriculture, as-needed farming and site-specific crop management (SSCM).
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).
Precision Agriculture: a concise introduction Joseph Dwumoh
The presentation supplies a brief introduction to what precision agriculture is, what drives its adoption, and what challenges the acceptance of the technologies involved.
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)
Teff production and market access in ethiopiaessp2
International Food Policy Research Institute/ Ethiopia Strategy Support Program (IFPRI/ ESSP)and Ethiopian Development Research Institute (EDRI) Coordinated a conference with Agriculutral Transformation Agency (ATA) and Ministry of Agriculutrue (MoA) on Teff Value Chain at Hilton Hotel Addis Ababa on October 10, 2013.
results of FieldFact project (EU FP6) concerning relevant EGNOS precision based applications for European agriculture. Three applications show how EGNOS and precision agriculture are critical instruments in transforming agriculture into a sustainable sector.
Precision farming is a site-specific crop management (SSCM) technique implemented by farmers in their fields to improve crop yield and quality. It utilizes advanced technologies, such as GPS, GIS, telematics, and remote sensing, to obtain real-time updates related to crops.
Ask for Request sample: https://www.progressivemarkets.com/request-sample/precision-farming-market
GIS in agriculture helps farmers to achieve increased production and reduced costs by enabling better management of land resources. The risk of marginalization and vulnerability of small and marginal farmers, who constitute about 85% of farmers globally, also gets reduced.
Agricultural Geographic Information Systems using Geomatics Technology enable the farmers to map and project current and future fluctuations in precipitation, temperature, crop output etc.
Adoption of precision farming technologies in pakistanWaqas Javed
Precision agriculture (PA) is an approach to farm management that uses information technology (IT) to ensure that the crops and soil receive exactly what they need for optimum health and productivity. The goal of PA is to ensure profitability, sustainability and protection of the environment. PA is also known as satellite agriculture, as-needed farming and site-specific crop management (SSCM).
[Webinar recording in last slide or at https://youtu.be/DMg9UI7Ur0M, 26/3/2018]
As part of its work on farmers’ data rights and following up on the face-to-face course on Farmers’ Access to Data organized in Centurion in November 2017, GFAR collaborates with the Global Open Data for Agriculture and Nutrition initiative (GODAN) and the Technical Center for Agricultural and Rural Cooperarion (CTA) on a series of webinars on data-driven agriculture, its opportunities and its challenges.
Overview of webinar #3
This webinar is a continuation of exploring digital agriculture for smallholder farmers. The first webinar provided an overview of digital agriculture, the trends impacting it, and it advantages and challenges for smallholder farmers. The second identified specific data needed by farmers, as well as potential sources.
“Crossing the Donga” will provide smallholder farmers, and those who support them, specific methods for ensuring farmer-centric solutions. The webinar will examine some of the key challenges that are blocking adoption of digital architecture by smallholder farmers. Attendees will learn a process for mapping their data needs, based on their goals and key tasks. Attendees will learn the foundational market model, and how to create value for success.
About the presenter
Dan Berne is a highly regarded professional business growth strategist with over 30 years’ experience. Dan led the effort to create an Ag Irrigation market strategy for the Northwest Energy Efficiency Alliance (NEEA). He also conducted grower experience studies to help identify barriers to grower adoption of energy saving practices. Dan wrote or co-wrote many of the NEEA Ag Irrigation reports. Dan serves as the Project Manager on AgGateway’s Precision Ag Irrigation Language data standards project. He is an affiliate of the Chasm Institute, and a certified practitioner of Innovation Games.
Dan started the “Lagom Ag Initiative” within his company to help accelerate the adoption of precision farming practices and improve the use of digital agricultural methodologies. Lagom is a Swedish word that means “just enough.” It is also used to mean “simply perfect.” It fits our philosophy of helping farmers use just enough water, just enough fertilizers, just enough energy to be profitable while increasing or maintaining yield.
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.
Precision Agriculture: Modern Agricultural Technologydrizlmari
Today world population is increased day by day gradually at same time the food production is being declined. So for modern techniques is required to feed the population
APPLICATION OF BIG DATA IN ENHANCING EFFECTIVE DECISION MAKING IN AGRICULTURA...Sjaak Wolfert
The agriculture production system increasingly becomes data-driven and data-enabled based on the cyber-physical management cycle. This paper describes several IoT-applications of the EU-funded IoF2020 project in which data and data-sharing plays a crucial role. It provides an integrative framework aiming at cross-fertilisation, co-creation and co-ownership of results. Technical integration, business support and ecosystem development are key mechanisms to realize this.
Precision Farming and Good Agricultural Practices (1).pptxNaveen Prasath
Precision agriculture (PA), as the name implies, refers to the application of precise and correct amounts of inputs like water, fertilizers, pesticides etc. at the correct time to the crop for increasing its productivity and maximizing its yields. The use of inputs (i.e. chemical fertilizers and pesticides) based on the right quantity, at the right time and in the right place.
This type of management is commonly known as “Site-Specific management”
Strictly based on Global Positioning System (GPS) i.e. unique character is precise in time and space.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
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
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.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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!
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
8. Land Evaluation Cluster Analysis: zones delineation based on spectral signature Spectral signature is related to vegetation and soil characteristics www.GeoAgris.com
14. Spatial Data Analysis www.GeoAgris.com Heterogeneity Analysis 2005 2006 2004 Cluster Analysis Low Yield High Yield Very High Yield Allways Very Low Yield
![The Company www.GeoAgris.com ,[object Object],[object Object],[object Object],[object Object]](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)