What is Precision Viticulture by Richard Hamilton

•

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What is Precision Viticulture by Richard Hamilton. Presented at the Precision Viticulture of the Riverland event on 1st Dec 2016. This presentation includes all tools and technologies available including Greenseeker, NDVI & Soil moisture monitoring

Data & Analytics

1
What is Precision Viticulture?
hamilton.viticulture@bigpond.com
0419861359

3
• Vineyards are inherently variable
• Many tools are available to quantify
variability
– Yield monitors
– Remote sensing
– Digital Elevation model
– EM38, GPR etc.
• Application of any of these tools enables
the first steps in Precision Viticulture
• Enables development of informed
management zones
Vineyard Variability

7
Be aware of colour-blind people – 12% of males
Beware - Colour-blind males
12.5% with discrimination
difficulty
= 6.25% of population

9
Coonawarra management zones – 3 groups

10
Zones Hypothetical
Zones Hypothetical 6 tonnes is target for “quality”

11
Applying Precision Viticulture
• Exploitation of management zones
• Split picking
– Single pass with multiple bins
– Separate passes according to ripeness
• Differential management

12
Zoning the vineyard
• Data layers aid the process
• Yield monitors demonstrated
applicability
• What else can we use
– Remote sensing / Aerial photography

22
Remote Sensing
– “poor person’s” yield monitor?
• Strong relationships between yield
and spectral data
• Ground truthing is critical to determine
causes of variability
– Soil pits
– Other data layers
– Irrigation blockage / blowouts etc

24
Limestone Coast - Greenseeker and Eutypa

25
Other datasets – an example
• Project to optimise the placement of
frost fans at our Robe vineyard
– Use of Digital elevation model data (+/- 2
cms)
– Overlay of other data sets

Plant Cell Density
Natural colour remote sensing data
acquired at 0.5m resolution

33
Vinehealth Australia – Outbreak scenario
Barossa Valley
GI

35
Acknowledgements
• Treasury Wine Estates
• Rob Bramley, CSIRO
rob.bramley@csiro.au

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In the last few decades, India has experienced rapid economic and Agricultural growth, supported by solid increases in crop yields, due to increased cropping intensity and greater area devoted to food crops. India is the top producer of milk, pulses and jute in the world. It ranks second in the production of rice, wheat, sugarcane, groundnut, vegetables, fruit and cotton. India also is a leading producer of spices, fish, poultry, livestock and plantation crops. However, India’s sustained economic development has no significant impact on world markets. India’s policy effort to support farmers, promote rural development, and at the same time address food insecurity has been, and is now, very significant. A range of supply side programmes such as input subsidies for fertilisers, irrigation, electricity and farm credit, coupled with investments in irrigation, are designed to encourage higher yields and production. A range of market support prices are set to cover costs and improve farmer returns. High food subsidies are given to help poor consumers. In September 2013, India enacted a new National Food Security Act (NFSA), which is now implementing the most ambitious “right to food” programme yet to be applied in history, covering over 800 million people and providing 60 kg of food grain per person each year at prices that are about 10% of current retail prices for food grains. However, despite its growth, the role of agriculture in India’s economy has been declining sharply as other sectors, particularly services, have grown more quickly. Primary agriculture accounted for about 14% of national gross domestic product (GDP) in 2012, down from close to 30% in 2000. But, while there has been a reduction in the share of agriculture in GDP, a commensurate reduction in its employment share has not taken place. Primary agriculture still employs around half of the Indian population, and it is the main driver of employment in rural areas, where 68% of the population live. Potential yield gaps remain, and concerns about the sustainability of growth in production are mounting. Rural labour costs are rising, water supplies are being depleted and smaller farm sizes due to fragmented land holdings potentially impede the capture of economies of scale. Natural calamities like drought and floods are adding to these woes, creating a severe agrarian crisis in the country with large number of farmers resorting to suicides. Major concerns have centred on food insecurity in the presence of trade surpluses, and how to invigorate agriculture to promote growth and employment in populous rural communities, where unlike the experience of most countries, the size of average land holdings continues to decline. About one-quarter of the world’s food insecure people are within India, and improving its nutritional status remains a significant challenge. However, despite the challenges, a big potential for positive Agriculture growth exists in the country with i

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NYU毕业证【微信95270640】《如何办理NYU毕业证纽约大学文凭学历》【Q微信95270640】《纽约大学文凭学历证书》《纽约大学毕业证书与成绩单样本图片》毕业证书补办 Fake Degree做学费单《毕业证明信-推荐信》成绩单，录取通知书，Offer，在读证明，雅思托福成绩单，真实大使馆教育部认证，回国人员证明，留信网认证。网上存档永久可查！【本科硕士】纽约大学纽约大学毕业证学位证（GPA修改）；学历认证（教育部认证）；大学Offer录取通知书留信认证使馆认证；雅思语言证书等高仿类证书。办理流程： 1客户提供办理纽约大学纽约大学毕业证学位证信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）； 2开始安排制作毕业证成绩单电子图； 3毕业证成绩单电子版做好以后发送给您确认； 4毕业证成绩单电子版您确认信息无误之后安排制作成品； 5成品做好拍照或者视频给您确认； 6快递给客户（国内顺丰国外DHLUPS等快读邮寄）真实网上可查的证明材料 1教育部学历学位认证留服官网真实存档可查永久存档。 2留学回国人员证明（使馆认证）使馆网站真实存档可查。我们对海外大学及学院的毕业证成绩单所使用的材料尺寸大小防伪结构（包括：纽约大学纽约大学毕业证学位证隐形水印阴影底纹钢印LOGO烫金烫银LOGO烫金烫银复合重叠。文字图案浮雕激光镭射紫外荧光温感复印防伪）都有原版本文凭对照。质量得到了广大海外客户群体的认可同时和海外学校留学中介做到与时俱进及时掌握各大院校的（毕业证成绩单资格证结业证录取通知书在读证明等相关材料）的版本更新信息能够在第一时间掌握最新的海外学历文凭的样版尺寸大小纸张材质防伪技术等等并在第一时间收集到原版实物以求达到客户的需求。本公司还可以按照客户原版印刷制作且能够达到客户理想的要求。有需要办理证件的客户请联系我们在线客服中心微信：95270640 或咨询在线已转到了尽头他的城市生活也将划上一个不很圆满的句号了值得庆幸的是山娃早记下了他们的学校和联系方式说也奇怪在山娃离城的头一天父亲居然请假陪山娃耍了一天那一天父亲陪着山娃辗转长隆水上乐园疯了一整天水上漂流高空冲浪看大马戏大凡里面有的父亲都带着他去疯一把山娃算了算这一次足足花了老爸元够他挣上半个月的山娃很不解一向节俭的父亲啥时变得如此阔绰大方大把大把掏钱时居然连眉头也不皱一下车票早买好了直达卧铺车得经子

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Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...

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M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years. Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success. MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies. According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”

Criminal IP - Threat Hunting Webinar.pdf

Criminal IP

哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样

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一比一原版(UofS毕业证书)萨省大学毕业证如何办理

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Influence of Marketing Strategy and Market Competition on Business Plan

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原版制作(Deakin毕业证书)迪肯大学毕业证学位证一模一样

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Criminal IP - Threat Hunting Webinar.pdf

Criminal IP

一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理

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Malana- Gimlet Market Analysis (Portfolio 2)

TravisMalana

06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...

Timothy Spann

一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单

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一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单

What is Precision Viticulture by Richard Hamilton

1. 1 What is Precision Viticulture? hamilton.viticulture@bigpond.com 0419861359

2. 2

3. 3 • Vineyards are inherently variable • Many tools are available to quantify variability – Yield monitors – Remote sensing – Digital Elevation model – EM38, GPR etc. • Application of any of these tools enables the first steps in Precision Viticulture • Enables development of informed management zones Vineyard Variability

4. 4 1998 - Weighing Gondola

5. 5 1998 First “Yield map”

6. 6 On the go yield monitoring

7. 7 Be aware of colour-blind people – 12% of males Beware - Colour-blind males 12.5% with discrimination difficulty = 6.25% of population

8. 8 First evaluations of yield monitoring

9. 9 Coonawarra management zones – 3 groups

10. 10 Zones Hypothetical Zones Hypothetical 6 tonnes is target for “quality”

11. 11 Applying Precision Viticulture • Exploitation of management zones • Split picking – Single pass with multiple bins – Separate passes according to ripeness • Differential management

12. 12 Zoning the vineyard • Data layers aid the process • Yield monitors demonstrated applicability • What else can we use – Remote sensing / Aerial photography

13. 13

14. 14

15. 15

16. 16

17.

18. 18 Padthaway Shiraz

19. 19 Padthaway Shiraz

20. 20 Padthaway Shiraz

21. 21 Padthaway Shiraz

22. 22 Remote Sensing – “poor person’s” yield monitor? • Strong relationships between yield and spectral data • Ground truthing is critical to determine causes of variability – Soil pits – Other data layers – Irrigation blockage / blowouts etc

23. 23 Coonawarra PCD and EM38

24. 24 Limestone Coast - Greenseeker and Eutypa

25. 25 Other datasets – an example • Project to optimise the placement of frost fans at our Robe vineyard – Use of Digital elevation model data (+/- 2 cms) – Overlay of other data sets

26. 26 Robe vineyard frost damage 2006

27. 27 Robe – contours and flows

28. 28 Fan placements

29. Plant Cell Density Natural colour remote sensing data acquired at 0.5m resolution

30. Plant Cell Density Low Medium High

31. Vineyard variability

32. 32 Koonunga Hill – 30ha

33. 33 Vinehealth Australia – Outbreak scenario Barossa Valley GI

34. 34 Exploiting split picking

35. 35 Acknowledgements • Treasury Wine Estates • Rob Bramley, CSIRO rob.bramley@csiro.au