The document discusses the challenges of increasing global food production while using less water. It notes that over 1 billion people lack access to clean water, most freshwater is used for agriculture, and drought is a major cause of crop losses. Climate change is expected to increase temperatures and drought severity. Research is exploring ways to develop crop varieties with greater drought tolerance and water use efficiency to help address rising water scarcity and demand for food. Traits like maintaining growth under drought and accessing more soil water are desirable for drought-tolerant varieties.
This presentation formed part of the Farming Futures workshop 'Anaerobic Digestion for profitable farming and environmental gain'.
Dorset (23 October 2008)
This presentation formed part of the Farming Futures workshop 'Anaerobic Digestion for profitable farming and environmental gain'.
Dorset (23 October 2008)
A competitive South African Wheat Industry Is Paramount To Food SecurityCIMMYT
Presentation by Dr. Cobus LeRoux (ARC-Field Crops Division, South Africa) at Wheat for Food Security in Africa conference, Oct 9, 2012, Addis Ababa, Ethiopia.
Simulating the Impact of Climate Change and Adaptation Strategies on Farm Productivity and Income: A Bioeconomic Analysis
Presented by Ismael Fofana at the AGRODEP Workshop on Analytical Tools for Climate Change Analysis
June 6-7, 2011 • Dakar, Senegal
For more information on the workshop or to see the latest version of this presentation visit: http://www.agrodep.org/first-annual-workshop
Priorities for Public Sector Research on Food Security and Climate Change, Report presentation by Leslie Lipper, FAO and Philip Thornton, ILRI on April 12, 2013 at the Food Security Futures Conference in Dublin, Ireland.
Presented by Michael Dingkuhn at the CCAFS Workshop on Developing Climate-Smart Crops for a 2030 World, ILRI, Addis Ababa, Ethiopia, 6-8 December 2011.
MacDon Drapers prove big yields and minimal seed loss.
———————————————
About MacDon:
We design and manufacture the most productive, specialized harvesting equipment in the world. We are committed to innovative & unique solutions that deliver maximum value to our customers. Our reputation is driven by our quality, reliability and our passion for exceptional customer support through listening and responding. MacDon – The Harvesting Specialists.
———————————————
For more MacDon content, find us on:
Facebook – www.facebook.com/MacDonIndustriesLtd
Twitter – www.twitter.com/macdon
Instagram – www.instagram.com/macdon_industries_ltd/
Website – www.MacDon.com
A competitive South African Wheat Industry Is Paramount To Food SecurityCIMMYT
Presentation by Dr. Cobus LeRoux (ARC-Field Crops Division, South Africa) at Wheat for Food Security in Africa conference, Oct 9, 2012, Addis Ababa, Ethiopia.
Simulating the Impact of Climate Change and Adaptation Strategies on Farm Productivity and Income: A Bioeconomic Analysis
Presented by Ismael Fofana at the AGRODEP Workshop on Analytical Tools for Climate Change Analysis
June 6-7, 2011 • Dakar, Senegal
For more information on the workshop or to see the latest version of this presentation visit: http://www.agrodep.org/first-annual-workshop
Priorities for Public Sector Research on Food Security and Climate Change, Report presentation by Leslie Lipper, FAO and Philip Thornton, ILRI on April 12, 2013 at the Food Security Futures Conference in Dublin, Ireland.
Presented by Michael Dingkuhn at the CCAFS Workshop on Developing Climate-Smart Crops for a 2030 World, ILRI, Addis Ababa, Ethiopia, 6-8 December 2011.
MacDon Drapers prove big yields and minimal seed loss.
———————————————
About MacDon:
We design and manufacture the most productive, specialized harvesting equipment in the world. We are committed to innovative & unique solutions that deliver maximum value to our customers. Our reputation is driven by our quality, reliability and our passion for exceptional customer support through listening and responding. MacDon – The Harvesting Specialists.
———————————————
For more MacDon content, find us on:
Facebook – www.facebook.com/MacDonIndustriesLtd
Twitter – www.twitter.com/macdon
Instagram – www.instagram.com/macdon_industries_ltd/
Website – www.MacDon.com
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
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/
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
5. “I wish to reaffirm that we know what needs to be done to eradicate the
hunger of 923 million people in the world. We also know what needs to be
done to double world food production and feed a population that is expected
to rise to 9 billion people by 2050. What we need ... is political will and
delivery on financial commitments, if we are to be able to make the essential
investments that are needed to promote sustainable agricultural
development and food security in the poorest countries of the world.”
--FAO Director-General Jacques Diouf, World Food Day, October, 2008
6. Challenges to global food production
• Climate change
• Competition with biofuels
• Soil fertility
• Input and commodity prices
• Availability of credit
9. How does climate change affect crops?
• More CO2 and warmer temperatures will
increase yields
• Greater evaporative demand and less rainfall
• Droughts will become more frequent and
severe
• Increased probability and severity of heat
waves
10. By 2050 the maximum summertime temperatures
in East Anglia will have increased by 3 °C.
30
Monthly maximum temperature (°C)
25
20
15
10
Real (1976-2005)
Base
5 HI2020
HI2050
HI2080
0
1 2 3 4 5 6 7 8 9 10 11 12
Month
17. Insufficient water is the most important
cause of yield loss in the UK beet crop
• Average potential evapotranspiration
(June-Aug) for East Anglia = 350 mm H2O
• Average (June-Aug) rainfall = 150 mm H2O
• Average annual yield loss = 10%
• Jaggard et al. (1998) J Ag Sci 130: 337-43
18. Cost of drought to UK winter
wheat production
• 30% of wheat acreage grown on drought-
prone land
• Annual losses (national average) of:
• 1-2 t ha-1
• >£ 40 million
• Foulkes et al. (2004) Proceedings of the 4th International Crop Science Congress, Brisbane, Australia
19. • Increased demand
for food
• Water availability
limits yield
Increase rainwater catchment
Improve soil fertility and water-
holding capacity
Increase irrigation and irrigation
efficiency
Improve varieties
drought tolerance
water use efficiency
20. Research Objectives
• Identify genotypes with greater drought tolerance and
water use efficiency (WUE) than current commercial
varieties
• Identify traits that are associated with drought tolerance
and WUE
• Develop screening tools that can be used by breeders to
select superior varieties
• Use variety trial data to discover which current varieties
show better drought tolerance or susceptibility
21.
22. Some breeders’ experimental hybrids show better drought
tolerance than current commercial varieties
TS05
7.3 t sugar ha-1
3GR1810
5.6 t sugar ha-1
23. Characteristics of a successful drought tolerant
variety
• Maintains productive foliage and delays
wilting and senescence
• Accesses more soil water
• Produces thinner leaves and cooler canopy
• Recovers growth faster following recovery
from stress
24. 120 winter wheat genotypes grown under
managed drought and irrigated conditions, 2008
25. Wheat genotypes show significant differences
in drought tolerance
25
LSD0.05 = 0.3***
Number of genotypes
20
15
10
5
0
0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6
Drought tolerance index
26. Drought tolerance does not necessarily demand
a large penalty in yield potential
1.6
1.4
Drought tolerance index 1.2 Select
1.0
0.8
Reject
0.6
LSD
0.4
r2 = 0.07
0.2
2 4 6 8 10 12 14
Well watered grain yield (t ha-1)
28. How to improve drought tolerance
Finished Evaluate performance
variety across multi-location
variety trials
yield potential
Stability +
Screen for
Initial secondary
crosses traits
Varieties suited for
drought-prone land
29. Action
• Mitigation – adopting practices that reduce or
remove greenhouse gas emissions
• Analyse and improve your business’ ‘carbon footprint’
• Reduce nitrous oxide (N2O) emissions from soil N
• Look at what we grow and how we grow it
• Adaptation – making the changes necessary to
be profitable in a changing environment
• Invest in R&D
• Drought tolerance
• Disease resistance
30. Action-water resources
• Conduct ‘water use audit’
• Improve irrigation efficiency
• Decrease water waste
• Consider rainwater catchment, water
recycling
• Join local WAG, participate in CAMS
31. Action-water resources
• Irrigation efficiency
• MOT equipment
• Check raingun pressure
• Use water meters
• Minimise wind effects
• Check uniformity
• Use scheduling
44. Climatic effects can explain much of recent
yield increases
kg sugar/ha per
%
year
Total increase
204 100
(variety trials)
Climate 114 56
Earlier sowing 25 12
Better varieties and
65 32
agronomy
45. Since 1976 ……Conclusions
• Improved weather accounts for >50% of
the yield increase
• Earlier sowing was made often possible
because varieties/seeds have improved
• Better varieties/seeds account for >30% of
yield increase – mostly the variety effect
46. Wheat
Change: 2008/09
2006/07 2007/08 2008/09 over
estim. f’cast 2007/08
million tonnes %
WORLD BALANCE
Production 596.6 610.5 677.0 10.9
Trade 113.3 111.2 119.0 7.0
Total utilization 619.2 615.8 643.3 4.5
Food 442.9 446.4 451.1 1.0
Feed 111.6 101.0 120.3 19.1
Other uses 64.6 68.4 72.0 5.3
Ending stocks 159.9 155.1 186.6 20.3
SUPPLY AND DEMAND INDICATORS
Per caput food consumption:
World (kg/year) 67.9 67.6 67.5 -0.2
LIFDC (kg/year) 58.4 58.1 58.0 -0.2
World stock-to-use ratio % 26.0 24.1 29.5
Major exporters’ stock-to-disappearance
14.9 10.9 16.7
ratio %
Change:
2006 2007 2008
Jan-Oct 2008
over
Jan-Oct 2007
Wheat Price Index %
(1998-2000=100) 145 216 302* 52
FAO Food Outlook, November, 2008
47. • >1 billion people lack access to
safe drinking water
• 70 per cent of all available
freshwater is used for agriculture
• 0.5 t of water required to
• United Nations produce 1 kg grain or sugar
• International Decade for
Action
• Deficit in natural aquifers
grows by 160 x 107 m3/yr
• Drought causes more
crop losses than any other
single biotic/abiotic factor
Boyer JS (1982) Science 218: 443-8
data: UNESCO
48. Evaluating surrogate measures of water use efficiency
2005 Diallel Experiment-Glasshouse
24.0 Seasonal summed
water use
Leaf Delta (parts per mil)
23.5
23.0
22.5
Abouzar Rajabi and
Prof. Howard Griffiths,
U. Cambridge 22.0
21.5
2
r = 0.42***
21.0
6 7 8 9 10 11 12
Water use efficiency (g kg-1)
13C/12C discrimination ratio (∆) is negatively correlated with
WUE.