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NZ	
  Rural	
  Broadband:	
  Making	
  
Precision	
  Agriculture	
  Possible	
  



                                       22	
  November	
  2012	
  
http://www.iitp.org.nz/events/canterbury/668-NZ_Rural_Broadband_Making_Precision_Agriculture_Possible
Tonight’s	
  Panel	
  
•  Dr	
  Armin	
  Werner	
  -­‐	
  Precision	
  Agriculture	
  Research	
  
   Manager,	
  Lincoln	
  Ventures	
  Limited,	
  commencing	
  January	
  2013.	
  


•  Jake	
  Vargo	
  -­‐	
  Rural	
  Sector	
  Sales	
  South	
  Island,	
  Vodafone.	
  

 •  Reg	
  Hammond	
  -­‐	
  Independent	
  Policy	
  Consultant	
  at	
  
     InternetNZ.	
  	
  
RBI
Jake	
  Vargo	
  Rural	
  Sales,	
  South	
  Island	
  
The RBI delivers benefits to the whole
community
                       household
                           s
                                     logistics




   education
                   health


                                   farming
Wireless connectivity available to remote
areas
        Wireless




  •  54 new cell towers
   1
  •  87 upgraded towers
   3
  •  ,200sqKm new coverage
   6
  •  dditional 240,000 households in
   A
  coverage
What have we done so far?

    Since the start of the programme we have built
    over 20 new towers and upgraded over 130

    Large areas of the country now have greater
    access to fast and reliable Fixed and wireless
    broadband services

    Over 75k addresses now have access to rural
    broadband services
Areas with great Wireless coverage include




   Waikato	
  &	
  Greater	
  Auckland	
                    Canterbury	
  &	
  Ashburton	
  




                                 Dunedin	
  &	
  Invercargill	
  
Wireless Broadband is delivered
  using an external antenna (yagi) and
  WiFi modem




•  External antenna for better
   performance
•  WiFi router delivers in-home
   broadband. Connectivity can
   be wireless or by Ethernet
   cable	
  
Typical RBI towers...
Maximum peak
Typical dial up   Wireless Broadband
   speeds               speeds
Wireless Broadband & Calling 4
 ncludes calling options and all local calls
 I
  110 per month for 10GB data*
 $
  o need for a fixed calling line**
 N
  ata Angel included
 D
  uy more data if you need it ($20 for 5GB)
 B
  reat alternative to satellite
 G




   Install
    only
    $199
              *	
  Not	
  compaRble	
  with	
  staRc	
  IP	
   **	
  Required	
  for	
  faxes	
  or	
  alarm	
  lines	
  
Check text info to ensure customer address is in
WBB coverage...
Use additional converge map checker to drill into
customers address and land...




                                         No WBB
                                         available
Thank you
Precision Agriculture
Infrastructure Limitations and
Possibilities
Reg Hammond
Infrastructure Limitations

"     What are farmers looking for – order of priority?
      —    coverage,
      —    mobility,
      —    speed/bandwidth,
      —    price.
"     What’s available now?
      —  fixed copper – low quality dial up for many.
      —  cellular mobile – often coverage problems & 2G low
         bandwidth
      —  satellite – expensive
      —  fixed wireless reliant on fixed copper backhaul
Infrastructure Possibilities

What does the RBI bring to rural communities over
next 3 – 6 years?
   — Coverage – broadband extended to 97.76% of NZ
     households (86% of rural households) > 5Mbps.
     98.7% of NZ households > 1Mbps
   — Mobility - ~ 94% of this will be mobile coverage –
     remainder will be fixed copper
   — Speed/bandwidth, Chorus/LFC fibre (schools in rural)
     100Mbps; Vodafone Cellular > 5Mbps – potentially
     dependent upon Vodafone getting 700MHz spectrum.
   — Price – with averaging it will be the same as urban.
Infrastructure Possibilities
"     What is possible – for most?
      —  Coverage – if Vodafone and Telecom get the 700MHz
         spectrum mobile broadband coverage will be significantly
         improved – InternetNZ, Rural Women submitted that there
         should be a requirement that 700MHz should be rolled out in
         rural first.
      —  Chorus – has to connect rural schools and Vodafone towers
         with fibre for backhaul. Almost certain they will also connect
         many rural cabinets with fibre significantly improving fixed
         copper broadband backhaul services – so may be increase in
         competition.
      —  Base stations / Wi-Fi Hot spots – improved backhaul for
         fixed copper may well open up opportunity for e.g. a farm to
         operate its own local wireless network on the farm – using
         the fixed network for backhaul.
      —  Cognitive radio – ability to roam across various
         vacant spectrum bands including TV and Mobile
"     What is possible – for the few (1.3% or 14% < 5
      Mbps)
      —  Fixed copper – will almost certainly improve for some.
      —  White space (unused spectrum) – only one component of the
         problem but potential for communities (for example in a
         rural valley) if someone can deploy the network and arrange
         backhaul. Possibility that Vodafone or Telecom might do this
         if local community funded the extension infrastructure.
      —  Base Station/ Wi-Fi Hot spot – based at rural school.
         InternetNZ and the 20/20 communications Trust currently
         undertaking series of case studies. The situation is that rural
         schools find it hard to fund fibre broadband and will not use
         the capacity. Opportunity to share capacity and costs with
         community by using the school as a hub. Some non-
         technical problems.
      —  TSO review – Funding issues.
Thanks
reg@internetnz.net.nz
NZ Rural Broadband:
Making
Precision Agriculture
Possible

Armin WERNER
LINCOLN VENTURES LTD

IITP, Christchurch 22nd Nov 2012



                                   21 /
Precision Agriculture
// Background




                        22	
  	
   /
                        22
Precision	
  Agriculture	
  	
  
-­‐	
  a	
  descrip<on	
  -­‐	
  
using	
  digital	
  informa3on	
  to	
  manage	
  agricultural	
  produc<on	
  
 •  collect data and interpret
 • make decision
 • control equipment
 • monitor and document results
 • reanalyse decision




                                                                                  23 /
Precision	
  Agriculture	
  	
  
-­‐	
  a	
  descrip<on	
  -­‐	
  
using	
  digital	
  informa3on	
  to	
  manage	
  agricultural	
  produc<on	
  

typical	
  features	
  




                                                                                  24 /
Precision	
  Agriculture	
  	
  
-­‐	
  a	
  descrip<on	
  -­‐	
  
using	
  digital	
  informa3on	
  to	
  manage	
  agricultural	
  produc<on	
  

typical	
  features	
  
 •  uses sensors
 •  uses GNSS (global positioning systems)
 •  uses geo-information
 •  creates geo-information
 •  exchanges digital information
 •  controls equipment digitally

                                                                                  25 /
Precision	
  Agriculture	
  	
  
-­‐	
  a	
  descrip<on	
  -­‐	
  
using	
  digital	
  informa3on	
  to	
  manage	
  agricultural	
  produc<on	
  


 typical	
  features	
  




                                                                                  26 /
Who	
  we	
  are	
  




                       27 /
ABOUT US //

ROLE / STRUCTURE:
• R&D company servicing Agriculture,
Industry and the Environment.
• 100% subsidiary of Lincoln
University with an independent board


FINANCIALS / STAFF PROFILE:
• Turnover ~ $6.4m
• 36 FTE’s across Christchurch and
  Hamilton offices




                                       28	
  	
   /
                                       28
CAPABILITIES // GROUNDWATER
ASSIMILATIVE CAPACITY RESEARCH	
  

HYDROLOGICAL AND BIOGEOCHEMICAL PROCESSES
CONTROLLING THE FATE OF NITRATE IN GROUNDWATER:
   • Multi-scale: test tube - catchment
   • 2 study catchments (Waikato)
   • Integrated groundwater flow & transport modelling




                            NO3	
              	
  	
  	
  	
  Reduced	
  groundwater	
  




                                                                                            29	
  	
   /
                                                                                            29
CAPABILITIES // OVERVIEW



             SENSOR         GROUNDWATER
          TECHNOLOGIES       PROCESSES



                     PRECISION
                    AGRICULTURE


            CHEMICAL
                            IT MODELLING &
           APPLICATION
                               IRRIGATION
           RESEARCH &
                               SOFTWARE
            TRAINING




                                             30	
  	
   /
                                             30
Precision	
  Agriculture         	
  
     -­‐	
  as	
  today	
  -­‐
                            	
  




                                        31 /
Techniques	
  from	
  Precision	
  Farming	
  	
  
that	
  are	
  applied	
  increasingly	
  in	
  NZ	
  
   Yield	
  mapping	
  with	
               GIS-­‐	
  &	
  GPS-­‐supported	
  plot-­‐
   combines	
                               management	
  




   GPS-­‐guidance	
  and	
  auto-­‐         Variable	
  rate	
  ferRlizaRon	
  of	
  
   steering	
  systems	
                    P,	
  K,	
  lime	
  	
  




                                                                                        32 /
Geo-­‐coded	
  Data	
  as	
  Informa<on	
  
for	
  Managing	
  Nitrogen-­‐
Fer<liza<on	
  

  sing	
  op<cal	
  sensing	
  	
  
 U




                        YARA-­‐N-­‐Sensor	
  (Yara	
  Ltd.)	
  




                                                                  33	
   /
                                                                    33
Geo-­‐coded	
  Data	
  as	
  Informa<on	
  
for	
  Managing	
  Nitrogen-­‐
Fer<liza<on	
  

  sing	
  op<cal	
  sensing	
  	
  
 U

and	
  	
  
linking	
  with	
  maps	
  of	
  
 •  	
  soil	
  characteris<cs	
  
 •  	
  last	
  years	
  crop	
  performance	
  	
  	
  
 •  	
  environmental	
  risks	
  




                                                           34	
   /
                                                             34
Geo-­‐coded	
  Data	
  as	
  Informa<on	
  
for	
  Managing	
  Nitrogen-­‐
Fer<liza<on	
  

  sing	
  op<cal	
  sensing	
  	
  
 U

and	
  	
  
linking	
  with	
  maps	
  of	
  
 •  	
  soil	
  characteris<cs	
  
 •  	
  last	
  years	
  crop	
  performance	
  	
  	
  
 •  	
  environmental	
  risks	
  




                                                           35	
   /
                                                             35
Urine	
  patches	
  clearly	
  visible	
  in	
  a	
  paddock	
     36 /
image:	
  h_p://www.2farm.co.nz/ferRliser.html	
  
DSS-­‐module	
  for	
  spa<ally	
  differen<ated	
  sowing	
  rates	
  
Implemented	
  in	
  AgroCom-­‐SoRware	
  (=	
  Claas	
  Agrosystems)	
  
Winter	
  Wheat	
  (Roth	
  &	
  Kühn	
  2003)	
  




                                                                            37	
  	
   /
                                                                            37
Precision	
  Agriculture         	
  
  -­‐	
  as	
  tomorrow	
  -­‐
                            	
  




                                        38 /
Precision	
  Irriga<on	
  
(based	
  on	
  digital	
  soil-­‐maps)	
  




             Images:	
  h_p://www.valleyirrigaRon.com/page.aspx?id=2342&pid=42	
  	
  
                                                                                         39	
  	
   /
                                                                                         39
Precision	
  Farming	
  
(network	
  of	
  soil	
  moisture	
  sensors)	
  




                                                     40	
   /
                                                       40
Precision	
  Farming	
  
(data	
  on	
  several	
  scales)	
  




                                        41	
   /
                                          41
Precision	
  Dairy	
  Farming	
  
(based	
  on	
  digital	
  sensors)	
  




                                          42	
  	
   /
                                          42
Rural	
  Broadband:	
  precondi<on	
  for	
  
effec<ve	
  Agricultural	
  Work	
  




from:	
  Lamb	
  2011	
                         43 /
Automated	
  exchange	
  of	
  regula<ons	
  and	
  standards	
  	
  
Example	
  =	
  Cross	
  Compliance	
  in	
  EU-­‐payments	
  
                                                                                 Standards/Rules	
  
                                                                                 (1)	
  Protec<ng	
  Soil	
  fer<lity,	
  e.g.	
  
                                                                                 ≥	
  40	
  %	
  of	
  cropland	
  have	
  to	
  be	
  covered	
  
                                                                                 with	
  plants	
  or	
  stubble	
  during	
  winter	
  


                                                                                 (2)	
  Water	
  supply,	
  e.g.	
  
 e.g.	
  site-­‐specific	
  N-­‐fer<liza<on	
                                     maximum	
  uptake	
  10	
  m3/h	
  
                                                 Source:	
  Google	
  Maps	
  
      support	
  farmers	
  in	
  decision	
  making	
  and	
  real-­‐
      Rme	
  management	
  in	
  field	
  operaRons	
  

                              online,	
  machine-­‐readable	
  
                                                                                                                          catalogue
                                                                                           rule servers
                                      control	
  system	
  to	
  	
                                                        server
                                    comply	
  with	
  standards	
  



                                                                                                                                          44	
  	
   /
                                                                                                                                          44
Rural	
  Broadband:	
  	
  profitable	
  and	
  	
  
environmental	
  friendly	
  farms	
  




from:	
  Lamb	
  2011	
                               45 /
Precision	
  Agriculture	
  
-­‐	
  demand	
  on	
  bandwidth	
  for	
  
        digital	
  communica<on	
  -­‐
                                     	
  




                                              46 /
Precision	
  Agriculture	
  	
  
-­‐	
  use	
  cases	
  -­‐	
  

• head	
  mounted	
  camera	
  in	
  crop	
  inspec<on:	
  (1,5	
  Gbit	
  /	
  sec)	
  
 	
  

• milking	
  robot	
  
 	
  
      • upload	
  cow	
  tracking	
  data	
  (500,	
  1	
  day):	
  
       	
                                                                 (10Gb)	
  
      • milking	
  parlor	
  
       	
                                                                 (100	
  MB	
  /	
  5	
  min)	
  
• combine	
  at	
  wheat	
  field:	
  
 	
                                                                       (300	
  Kbit	
  /	
  sec)	
  
      • yield	
  mapping	
  
       	
                                                                 	
  
      • moisture,	
  protein,	
  fibre	
  
       	
                                                                 	
  
      • documenta<on	
  (e.g.	
  video	
  of	
  field)	
  
       	
  

• octocopter	
  at	
  deer	
  herd	
  (virtual	
  fencing)	
  
 	
                                                                       	
  (300	
  Kbit	
  /	
  sec)	
  

                                                                                                              47 /
Digital Revolution in Agriculture
“Takes place without the Farmers”
(VDI 06th Nov. 2012)




                                    48	
  	
   /
                                    48
Digital Revolution
in Agriculture
- are you involved ?
- how will you benefit?




                          49	
  	
   /
                          49
50	
  	
   /
50

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NZ Rural Broadband - Making Precision Agriculture Possible

  • 1. NZ  Rural  Broadband:  Making   Precision  Agriculture  Possible   22  November  2012   http://www.iitp.org.nz/events/canterbury/668-NZ_Rural_Broadband_Making_Precision_Agriculture_Possible
  • 2. Tonight’s  Panel   •  Dr  Armin  Werner  -­‐  Precision  Agriculture  Research   Manager,  Lincoln  Ventures  Limited,  commencing  January  2013.   •  Jake  Vargo  -­‐  Rural  Sector  Sales  South  Island,  Vodafone.   •  Reg  Hammond  -­‐  Independent  Policy  Consultant  at   InternetNZ.    
  • 3. RBI Jake  Vargo  Rural  Sales,  South  Island  
  • 4. The RBI delivers benefits to the whole community household s logistics education health farming
  • 5. Wireless connectivity available to remote areas Wireless •  54 new cell towers 1 •  87 upgraded towers 3 •  ,200sqKm new coverage 6 •  dditional 240,000 households in A coverage
  • 6. What have we done so far? Since the start of the programme we have built over 20 new towers and upgraded over 130 Large areas of the country now have greater access to fast and reliable Fixed and wireless broadband services Over 75k addresses now have access to rural broadband services
  • 7. Areas with great Wireless coverage include Waikato  &  Greater  Auckland   Canterbury  &  Ashburton   Dunedin  &  Invercargill  
  • 8. Wireless Broadband is delivered using an external antenna (yagi) and WiFi modem •  External antenna for better performance •  WiFi router delivers in-home broadband. Connectivity can be wireless or by Ethernet cable  
  • 10. Maximum peak Typical dial up Wireless Broadband speeds speeds
  • 11. Wireless Broadband & Calling 4  ncludes calling options and all local calls I   110 per month for 10GB data* $   o need for a fixed calling line** N   ata Angel included D   uy more data if you need it ($20 for 5GB) B   reat alternative to satellite G Install only $199 *  Not  compaRble  with  staRc  IP   **  Required  for  faxes  or  alarm  lines  
  • 12. Check text info to ensure customer address is in WBB coverage...
  • 13. Use additional converge map checker to drill into customers address and land... No WBB available
  • 15. Precision Agriculture Infrastructure Limitations and Possibilities Reg Hammond
  • 16. Infrastructure Limitations "   What are farmers looking for – order of priority? —  coverage, —  mobility, —  speed/bandwidth, —  price. "   What’s available now? —  fixed copper – low quality dial up for many. —  cellular mobile – often coverage problems & 2G low bandwidth —  satellite – expensive —  fixed wireless reliant on fixed copper backhaul
  • 17. Infrastructure Possibilities What does the RBI bring to rural communities over next 3 – 6 years? — Coverage – broadband extended to 97.76% of NZ households (86% of rural households) > 5Mbps. 98.7% of NZ households > 1Mbps — Mobility - ~ 94% of this will be mobile coverage – remainder will be fixed copper — Speed/bandwidth, Chorus/LFC fibre (schools in rural) 100Mbps; Vodafone Cellular > 5Mbps – potentially dependent upon Vodafone getting 700MHz spectrum. — Price – with averaging it will be the same as urban.
  • 18. Infrastructure Possibilities "   What is possible – for most? —  Coverage – if Vodafone and Telecom get the 700MHz spectrum mobile broadband coverage will be significantly improved – InternetNZ, Rural Women submitted that there should be a requirement that 700MHz should be rolled out in rural first. —  Chorus – has to connect rural schools and Vodafone towers with fibre for backhaul. Almost certain they will also connect many rural cabinets with fibre significantly improving fixed copper broadband backhaul services – so may be increase in competition. —  Base stations / Wi-Fi Hot spots – improved backhaul for fixed copper may well open up opportunity for e.g. a farm to operate its own local wireless network on the farm – using the fixed network for backhaul. —  Cognitive radio – ability to roam across various vacant spectrum bands including TV and Mobile
  • 19. "   What is possible – for the few (1.3% or 14% < 5 Mbps) —  Fixed copper – will almost certainly improve for some. —  White space (unused spectrum) – only one component of the problem but potential for communities (for example in a rural valley) if someone can deploy the network and arrange backhaul. Possibility that Vodafone or Telecom might do this if local community funded the extension infrastructure. —  Base Station/ Wi-Fi Hot spot – based at rural school. InternetNZ and the 20/20 communications Trust currently undertaking series of case studies. The situation is that rural schools find it hard to fund fibre broadband and will not use the capacity. Opportunity to share capacity and costs with community by using the school as a hub. Some non- technical problems. —  TSO review – Funding issues.
  • 21. NZ Rural Broadband: Making Precision Agriculture Possible Armin WERNER LINCOLN VENTURES LTD IITP, Christchurch 22nd Nov 2012 21 /
  • 23. Precision  Agriculture     -­‐  a  descrip<on  -­‐   using  digital  informa3on  to  manage  agricultural  produc<on   •  collect data and interpret • make decision • control equipment • monitor and document results • reanalyse decision 23 /
  • 24. Precision  Agriculture     -­‐  a  descrip<on  -­‐   using  digital  informa3on  to  manage  agricultural  produc<on   typical  features   24 /
  • 25. Precision  Agriculture     -­‐  a  descrip<on  -­‐   using  digital  informa3on  to  manage  agricultural  produc<on   typical  features   •  uses sensors •  uses GNSS (global positioning systems) •  uses geo-information •  creates geo-information •  exchanges digital information •  controls equipment digitally 25 /
  • 26. Precision  Agriculture     -­‐  a  descrip<on  -­‐   using  digital  informa3on  to  manage  agricultural  produc<on   typical  features   26 /
  • 27. Who  we  are   27 /
  • 28. ABOUT US // ROLE / STRUCTURE: • R&D company servicing Agriculture, Industry and the Environment. • 100% subsidiary of Lincoln University with an independent board FINANCIALS / STAFF PROFILE: • Turnover ~ $6.4m • 36 FTE’s across Christchurch and Hamilton offices 28     / 28
  • 29. CAPABILITIES // GROUNDWATER ASSIMILATIVE CAPACITY RESEARCH   HYDROLOGICAL AND BIOGEOCHEMICAL PROCESSES CONTROLLING THE FATE OF NITRATE IN GROUNDWATER: • Multi-scale: test tube - catchment • 2 study catchments (Waikato) • Integrated groundwater flow & transport modelling NO3          Reduced  groundwater   29     / 29
  • 30. CAPABILITIES // OVERVIEW SENSOR GROUNDWATER TECHNOLOGIES PROCESSES PRECISION AGRICULTURE CHEMICAL IT MODELLING & APPLICATION IRRIGATION RESEARCH & SOFTWARE TRAINING 30     / 30
  • 31. Precision  Agriculture   -­‐  as  today  -­‐   31 /
  • 32. Techniques  from  Precision  Farming     that  are  applied  increasingly  in  NZ   Yield  mapping  with   GIS-­‐  &  GPS-­‐supported  plot-­‐ combines   management   GPS-­‐guidance  and  auto-­‐ Variable  rate  ferRlizaRon  of   steering  systems   P,  K,  lime     32 /
  • 33. Geo-­‐coded  Data  as  Informa<on   for  Managing  Nitrogen-­‐ Fer<liza<on     sing  op<cal  sensing     U YARA-­‐N-­‐Sensor  (Yara  Ltd.)   33   / 33
  • 34. Geo-­‐coded  Data  as  Informa<on   for  Managing  Nitrogen-­‐ Fer<liza<on     sing  op<cal  sensing     U and     linking  with  maps  of   •   soil  characteris<cs   •   last  years  crop  performance       •   environmental  risks   34   / 34
  • 35. Geo-­‐coded  Data  as  Informa<on   for  Managing  Nitrogen-­‐ Fer<liza<on     sing  op<cal  sensing     U and     linking  with  maps  of   •   soil  characteris<cs   •   last  years  crop  performance       •   environmental  risks   35   / 35
  • 36. Urine  patches  clearly  visible  in  a  paddock   36 / image:  h_p://www.2farm.co.nz/ferRliser.html  
  • 37. DSS-­‐module  for  spa<ally  differen<ated  sowing  rates   Implemented  in  AgroCom-­‐SoRware  (=  Claas  Agrosystems)   Winter  Wheat  (Roth  &  Kühn  2003)   37     / 37
  • 38. Precision  Agriculture   -­‐  as  tomorrow  -­‐   38 /
  • 39. Precision  Irriga<on   (based  on  digital  soil-­‐maps)   Images:  h_p://www.valleyirrigaRon.com/page.aspx?id=2342&pid=42     39     / 39
  • 40. Precision  Farming   (network  of  soil  moisture  sensors)   40   / 40
  • 41. Precision  Farming   (data  on  several  scales)   41   / 41
  • 42. Precision  Dairy  Farming   (based  on  digital  sensors)   42     / 42
  • 43. Rural  Broadband:  precondi<on  for   effec<ve  Agricultural  Work   from:  Lamb  2011   43 /
  • 44. Automated  exchange  of  regula<ons  and  standards     Example  =  Cross  Compliance  in  EU-­‐payments   Standards/Rules   (1)  Protec<ng  Soil  fer<lity,  e.g.   ≥  40  %  of  cropland  have  to  be  covered   with  plants  or  stubble  during  winter   (2)  Water  supply,  e.g.   e.g.  site-­‐specific  N-­‐fer<liza<on   maximum  uptake  10  m3/h   Source:  Google  Maps   support  farmers  in  decision  making  and  real-­‐ Rme  management  in  field  operaRons   online,  machine-­‐readable   catalogue rule servers control  system  to     server comply  with  standards   44     / 44
  • 45. Rural  Broadband:    profitable  and     environmental  friendly  farms   from:  Lamb  2011   45 /
  • 46. Precision  Agriculture   -­‐  demand  on  bandwidth  for   digital  communica<on  -­‐   46 /
  • 47. Precision  Agriculture     -­‐  use  cases  -­‐   • head  mounted  camera  in  crop  inspec<on:  (1,5  Gbit  /  sec)     • milking  robot     • upload  cow  tracking  data  (500,  1  day):     (10Gb)   • milking  parlor     (100  MB  /  5  min)   • combine  at  wheat  field:     (300  Kbit  /  sec)   • yield  mapping       • moisture,  protein,  fibre       • documenta<on  (e.g.  video  of  field)     • octocopter  at  deer  herd  (virtual  fencing)      (300  Kbit  /  sec)   47 /
  • 48. Digital Revolution in Agriculture “Takes place without the Farmers” (VDI 06th Nov. 2012) 48     / 48
  • 49. Digital Revolution in Agriculture - are you involved ? - how will you benefit? 49     / 49
  • 50. 50     / 50