The OECD predicts that by 2030 the bioeconomy will involve:
1) Advanced knowledge of genes and complex cell processes
2) Renewable biomass
3) Integration of biotechnology applications across sectors
Emerging technologies discussed include genome sequencing, genetic engineering, synthetic biology, additive manufacturing, and their applications in biomedicine, agriculture, renewable chemicals and biomaterials.
How Waves of Innovation in Biotechnology Shaped a Small Business VentureChristopher Kemp
I recently had the opportunity to visit a multi-cultural STEM high school this past December. Here is my talk/deck for the student body of PRISMS (Princeton International School of Mathematics and Science).
new applications and biotechnological inventions are continuously being developed to help improve our world. Here are few breakthrough biotechnological innovations currently underway.
How Waves of Innovation in Biotechnology Shaped a Small Business VentureChristopher Kemp
I recently had the opportunity to visit a multi-cultural STEM high school this past December. Here is my talk/deck for the student body of PRISMS (Princeton International School of Mathematics and Science).
new applications and biotechnological inventions are continuously being developed to help improve our world. Here are few breakthrough biotechnological innovations currently underway.
This presentation will give you an in-depth look at modern techniques and appliations of biotechnology. It will get you thinking about the potential for biotechnology to change your lives in the future. Please take Cornell Notes on the following slides.
Hi all! I used different references for this. The link for pros and cons is here.
Reference for pros and cons : https://vittana.org/11-biotechnology-pros-and-cons
What is synthetic biology? How quickly is it developing? How does it work? What do we need to know about the synthetic biology industry? What impact does this all have on biodiversity and farmers? What are GMO 1.0, GMO 2.0, GMO+?
Presentation by Jim Thomas of ETC Group, during Redesigning the Tree of Life: Synthetic Biology and the Future of Food, 2-4 November 2017 in Toronto.
Discussing cutting-edge genetic research and its impacts on food and farming. What ethical questions do the technologies raise?
"Synthetic biology" and "gene editing" describe new ways to create and alter DNA, to fundamentally change the character of living organisms. Scientists can now change or write entirely new genetic codes on a computer, "edit" and "print" them, and insert them into living organisms. Companies are already selling flavours and food ingredients, like vanilla and stevia, grown in factories by synthetically engineered yeast and algae. And the first gene edited crops and animals could soon make it onto our dinner plates.
Featuring Drew Endy, Associate Professor of Bioengineering, Stanford University and President of BioBricks Foundation, and Jim Thomas, Technology Critic; Co-Executive Director of ETC Group.
This presentation will give you an in-depth look at modern techniques and appliations of biotechnology. It will get you thinking about the potential for biotechnology to change your lives in the future. Please take Cornell Notes on the following slides.
Hi all! I used different references for this. The link for pros and cons is here.
Reference for pros and cons : https://vittana.org/11-biotechnology-pros-and-cons
What is synthetic biology? How quickly is it developing? How does it work? What do we need to know about the synthetic biology industry? What impact does this all have on biodiversity and farmers? What are GMO 1.0, GMO 2.0, GMO+?
Presentation by Jim Thomas of ETC Group, during Redesigning the Tree of Life: Synthetic Biology and the Future of Food, 2-4 November 2017 in Toronto.
Discussing cutting-edge genetic research and its impacts on food and farming. What ethical questions do the technologies raise?
"Synthetic biology" and "gene editing" describe new ways to create and alter DNA, to fundamentally change the character of living organisms. Scientists can now change or write entirely new genetic codes on a computer, "edit" and "print" them, and insert them into living organisms. Companies are already selling flavours and food ingredients, like vanilla and stevia, grown in factories by synthetically engineered yeast and algae. And the first gene edited crops and animals could soon make it onto our dinner plates.
Featuring Drew Endy, Associate Professor of Bioengineering, Stanford University and President of BioBricks Foundation, and Jim Thomas, Technology Critic; Co-Executive Director of ETC Group.
Future trends and perspectives in modern pharmaceutical biotechnologyinemet
PharmaCon2007 Congress, Dubrovnik, Croatia "New Technologies and Trends in Pharmacy, Pharmaceutical Industry and Education" http://www.pharmacon2007.com
Abstract is available at http://www.pharmaconnectme.com
The age of gene editing - Workshop on innovations in food and agriculture sys...OECD Environment
The workshop took place in Paris on 25-26 February 2016. Its central aim was to discuss with experts how scientific, technological, and farm practice innovation can improve productivity and sustainability in the food and agricultural sector, with a focus on international collaboration on gene editing techniques. It was introduced in the form of a presentation entitled ‘The Age of Gene editing’, produced by Steffi Friedrichs (STI), which played a pivotal role during the expert discussions.
Biotechnology is technology that utilizes biological systems, living organisms or parts of this to develop or create different products. Brewing and baking bread are examples of processes that fall within the concept of biotechnology (use of yeast (= living organism) to produce the desired product).
synthetic biology says life itself is the canvas. What might we create? we mapping our world, we are mapping every organism, we are mapping organisms that no longer exist, we are connecting all of the information but there is a problem we can’t act on much of this information yet. That is where synthetic biology comes in. so, ideas from engineering have become imposed on biology. We have come from the very basic science trying to discover genes into getting those in a microbe in developing a process, so, what if we could reprogram yeast to make medicines for us. They can be gene therapy they can be anti-cancer, antimalarials, likewise. Humans have always been good at making things. houses, furniture, gadgets of toys. But if there is one thing we have not fully explored it is to build our organisms that is what synthetic biology is all about.
Introduction
Definition
History
Principle
Components of bioinformatics
Bioinformatics databases
Tools of bioinformatics
Applications of bioinformatics
Molecular medicine
Microbial genomics
Plant genomics
Animal genomics
Human genomics
Drug and vaccine designing
Proteomics
For studying biomolecular structures
In- silico testing
Conclusion
References
Achieving food security by 2030 will require new and existing applications of science, technology, and innovation across the food system. There is a growing need for countries, particularly in developing countries, to invest in the capability for innovating the variety of food products as well as the variety of innovated nutritious food. This will develop the agriculture industry to produce broader food system for people and act as a driver for the country`s economy.
For Science Café KL April 2022, Dr Umaiyal will be addressing he challenges in food security, highlighting tools to improve productivity of food consumed by the larger population.
Multi-source connectivity as the driver of solar wind variability in the heli...Sérgio Sacani
The ambient solar wind that flls the heliosphere originates from multiple
sources in the solar corona and is highly structured. It is often described
as high-speed, relatively homogeneous, plasma streams from coronal
holes and slow-speed, highly variable, streams whose source regions are
under debate. A key goal of ESA/NASA’s Solar Orbiter mission is to identify
solar wind sources and understand what drives the complexity seen in the
heliosphere. By combining magnetic feld modelling and spectroscopic
techniques with high-resolution observations and measurements, we show
that the solar wind variability detected in situ by Solar Orbiter in March
2022 is driven by spatio-temporal changes in the magnetic connectivity to
multiple sources in the solar atmosphere. The magnetic feld footpoints
connected to the spacecraft moved from the boundaries of a coronal hole
to one active region (12961) and then across to another region (12957). This
is refected in the in situ measurements, which show the transition from fast
to highly Alfvénic then to slow solar wind that is disrupted by the arrival of
a coronal mass ejection. Our results describe solar wind variability at 0.5 au
but are applicable to near-Earth observatories.
A brief information about the SCOP protein database used in bioinformatics.
The Structural Classification of Proteins (SCOP) database is a comprehensive and authoritative resource for the structural and evolutionary relationships of proteins. It provides a detailed and curated classification of protein structures, grouping them into families, superfamilies, and folds based on their structural and sequence similarities.
Observation of Io’s Resurfacing via Plume Deposition Using Ground-based Adapt...Sérgio Sacani
Since volcanic activity was first discovered on Io from Voyager images in 1979, changes
on Io’s surface have been monitored from both spacecraft and ground-based telescopes.
Here, we present the highest spatial resolution images of Io ever obtained from a groundbased telescope. These images, acquired by the SHARK-VIS instrument on the Large
Binocular Telescope, show evidence of a major resurfacing event on Io’s trailing hemisphere. When compared to the most recent spacecraft images, the SHARK-VIS images
show that a plume deposit from a powerful eruption at Pillan Patera has covered part
of the long-lived Pele plume deposit. Although this type of resurfacing event may be common on Io, few have been detected due to the rarity of spacecraft visits and the previously low spatial resolution available from Earth-based telescopes. The SHARK-VIS instrument ushers in a new era of high resolution imaging of Io’s surface using adaptive
optics at visible wavelengths.
Richard's aventures in two entangled wonderlandsRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
1. Technical Session I
Current Global Trends in Emerging Technologies and
Approaches to Harness them for Development
Modern biotechnology
2. Year 2030 Bioeconomy
OECD: The bioeconomy in 2030 is likely to involve three elements:
1. advanced knowledge of genes and complex cell processes
2. renewable biomass
3. integration of biotechnology applications across sectors.
OECD = the Organization for Economic Co-operation and Development
3. 1. Fuel-cell vehicles *
2. Next-generation robotics
3. Recyclable thermoset plastic
4. Precise genetic-engineering techniques *
5. Additive manufacturing *
6. Emergent artificial intelligence
7. Distributed manufacturing
8. Sense and avoid drones
9. Neuromorphic technology
10. Digital genome *
http://www.scientificamerican.com/article/top-10-emerging-technologies-of-20151/?page=2
Top 10 Emerging Technologies of 2015
4. Advanced Knowledge of Gene: Molecular Technology
Blueprint of Life:
• DNA (Deoxyribonucleic acid): macromolecule made
up of small subunits called nucleotides (A,T,C,G)
• Genes: segment of DNA that determine specific traits
• Chromosomes: coiled strands of DNA
http://www.mayoclinic.org/tests-procedures/genetic-testing/multimedia/genetic-disorders/sls-20076216?s=1
Mutation: A change in the base sequence of DNA can affect the
structure and function of proteins
http://www.vce.bioninja.com.au/aos-3-heredity/molecular-genetics/mutations.html
5. Genome sequences
Bacteriophage MS2 Bases: 3,569
Chromosomes: 1
Saccharomyces cerevisiae
or Baker’s yeast
Bases: 12.1 million
Chromosomes: 32
Arabidopsis thaliana or
Arabidopsis
Bases: 119 million
Chromosomes: 5
Drosophila melanogaster or
Fruit fly
Bases: 165 million
Chromosomes: 4
Homo sapiens or Human Bases: 3.2 billion
Chromosomes: 23
http://www.yourgenome.org/facts/timeline-organisms-that-have-had-their-genomes-sequenced
6. DNA sequencing Technology
Sanger sequencing
• determine genetic code based on capillary
electrophoresis separating fragments of DNA by
size and sequences them by detecting the final
fluorescent base on each fragment
• time-consuming & expensive
Next-generation sequencing
• known as high-throughput parallel sequencing
• sequence larger amount of DNA
• generate massive data
• faster and cheaper than Sanger sequencing
http://www.slideshare.net/ueb52/introduction-to-next-generation-sequencing-v2
7. Third generation (gen-3)
• single-molecule sequencing technology platform
• sequence DNA directly-eliminating much of the sample preparation
• platform used DNA polymerase and nanopore technology
• detect ion current level
• suitable for diagnostic tools
http://www.genengnews.com/gen-articles/third-generation-sequencing-debuts/3257/?page=2
DNA sequencing Technology
https://sites.google.com/site/dnasequencingandtechnology/thirrd-generation-sequencing
8. DNA/genome sequences + digital technology = digital genome
Digital genome is the genetic make-up which can
be displayed in computer and shared via internet
9. DNA Barcode to identify and classify living things
http://ibol.org/about-us/what-is-dna-barcoding/
https://sg.idtdna.com/pages/decoded/decoded-articles/your-research/decoded/2012/06/15/barcoding-life
10. Pharmacogenomics in the pocket
Medicine safety code (MSC) exists from the knowledge of personal
genomic profiling and barcode technology to support clinical decision and
increase safety of medical treatment
http://jamia.oxfordjournals.org/content/20/3/409
12. DNA fingerprint is a set of DNA markers
Genetic markers are desirable genes that
are transmitted by the standard laws of
inheritance from one generation to the next.
Scientists use the genetic markers as a
shortcut for genetic studies.
Plant breeders use the marker assisted
selection to select desired traits.
Medical doctor use genetic markers for better
diagnosis and treatment.
13. Marker Assisted Selection for plant molecular breeding
http://www.nexsteppe.com/developing-sorghum-as-a-dedicated-energy-crop/
The breeder won’t have to wait until the next generation is fully grown to
select plants carrying the desired traits. The next generation can be
screened for the trait at any time
16. FoundationOne provides a fully informative genomic profile used as cancer
treatment decision tools by matching each patient with targeted
therapies and clinical trials that are relevant to the molecular changes in their
tumor based on the most recent scientific and medical research.
17. Personal genomic profiling leads to
• a clearer understanding of risk of genetic disease
• individualized treatments and targeted therapies
Explore DNA family’s origins • Early
prevention from
diseases
• talents
• medicament
response
• DNA proflie • family finder
$99 $99 499 euro $199 – 499 $99
18. Cancer biomarker
Chula GenePro provided
personalized diagnosis
services using molecular
technology and biomarker
research
19. Knowledge of molecular technology
leads to the needs to manipulate
genes for improvement
It involves the isolation,
manipulation and reintroduction of
DNA into cells or model organisms.
http://biologyboom.com/genetic-engineering/
One way to modify gene is “ genetic engineering ”
http://www.convergencerevolution.net/#!history/c1lw3
20. Aims to introduce new characteristics into organisms. For example,
• Make a crop resistant to herbicide, high yield
• Introducing a novel trait ex. drought resistance, resistance to diseases
• Producing a new protein or enzyme
http://www.biotech-now.org/food-and-agriculture/2014/10/get-to-know-gmos-month-continues-with-the-science-behind-gmos
Benefit of genetic engineering technology to agriculture
21. Leverage core capabilities in genomic platform
Agricultural seeds: GM, marker-assisted breeding, hybrid
Objectives: increase yield, diseases and weed control resistance, increase
Nutrition ex. SDA Omega-3 soybeans
Integrated farming systems: breeding technology + equipment technology
Technology focus area
• Plant biotechnology
• Plant breeding
• Protein and nucleic acid technology
• Precision agriculture
• Computational biology and bioinformatics
• Imaging and sensing
• Automation
• Ag chemistry, formulation & biologics
22. Aqua BountyTechnologies developed GM salmon by inserting genes from other
fish to an Atlantic Salmon. The gene contains a growth hormone gene from a
Chinook Salmon and a genetic “on switch” from a fish known as the Ocean
Pout
23. Genome + gene-targeting technology = precision
Genome editing or genome editing with engineered nucleases
(GEEN) is a type of genetic engineering in which DNA is inserted,
replaced, or removed from genome using artificially engineered
nucleases.
There are four families of engineered nucleases: zinc finger nucleases
(ZFNs), Transcription Activator-Like Effector Nucleases (TALENs), the
CRISPR/Cas system, and engineered meganuclease
https://en.wikipedia.org/wiki/Genome_editing
24. CRISPR Gene Editing
CRISPR Cas9 or CRISPR associated protein 9
is an RNA-guided DNA endonuclease
enzyme associated with the CRISPR
(Clustered Regularly Interspersed Palindromic
Repeats). It is a system recognizes specific
patterns of DNA and then cut DNA into pieces.
This is the way that bacteria target specific
DNA.
In 2013 Dr. Zhang (MIT) and Dr. Church
(Harvard U.) modified this mechanism and turn
it into a powerful tool to cut human genomic
DNA at desired location.
Ability to cut DNA or genes at specific locations
allows ability to replace them with new or
repaired ones.
25. http://www.technologyreview.com/news/542616/first-gene-edited-dogs-reported-in-china/
Lai and Gao Xiang, two scientists at Nanjing
University, China use gene editing known as
CRISPR-Cas9 to create a beagle with
double the amount of muscle mass by
deleting a gene called myostatin.
These dogs are expected to have stronger
running ability. They are good for hunting and
military application.
DNA mutation in the myostatin gene can be
occurred naturally. The left dog lacks of
myostatin gene.
Genome editing technology:
26. DuPont partnered with Caribou Bioscience,
spin off company from U. California, Berkeley
for growing corn and wheat plants edited with
CRISPR in greenhouses and will do field trials
next spring. DuPont predicts CRISPR will
be on dinner plates within 5 years.
DuPont is testing CRISPR to make drought-
resistant corn and has a growing list of plants
types: soybeans, rice, and potatoes.
Now, US Department of Agriculture told
several companies that it will not regulate
these plants because they don’t contain genes
from other species.
http://www.technologyreview.com/news/542311/dupont-predicts-crispr-plants-on-dinner-plates-in-five-years/?
ref=rss&utm_source=pulsenews&utm_medium=referral
27. Genome editing technology:
a new technology to manipulate genes to produce better products by using
chemical compounds such as special enzymes and nucleic acids to genetically
modify genes or replacing targeted DNA parts.
Researcher at Japan’s Fisheries Research
Agency use genome editing technology
to improve the function of appetite-
regulating genes.
The enzyme is injected into tiger puffers
resulting tiger puffers have grown much
more cutting the raising period by half from
two to one year.
http://asia.nikkei.com/Japan-Update/New-tech-allows-scientists-to-develop-better-fishery-agricultural-products?page=1
28. Genomic knowledge leads to ability to design and build organisms or
novel biological systems.
1) The design and fabrication of
biological components and
systems that do not already exist
in the natural world (create
artificial life)
http://syntheticbiology.org/Abstraction_hierarchy.html
http://syntheticbiology.org/FAQ.html
2) The re-design and fabrication of
existing biological systems
(create a system that acts
unnaturally)
http://fmm.mbc.nctu.edu.tw/
http://syntheticbiology.org/FAQ.html
Synthetic biology
29. Custom built microbe
Use baker yeast to produce plant-based products:
• plant hormone ex. auxin
• painkilling drugs ex. Opium poppies
• anti-malarial drug ex. Artemisinin
• sweetener ex. Stevia
• flavor ex. vanilla
http://rebeccasthompson.com/2015/08/14/engineered-yeast-turns-sugar-into-painkiller/
http://www.washington.edu/news/2015/06/30/uw-team-programs-solitary-yeast-cells-to-say-hello-to-one-another/
Create viruses, without natural usual reproductive
method
Researchers from Novartis and J. Craig Venture Institute built H7N9
viruses from looking at the genetic code for vaccine production.
http://www.popsci.com/science/article/2013-05/flu-researchers-custom-make-vaccine-week
30. Develop biobased alternatives to petroleum-based products using
a combination of synthetic biology and chemistry
Plan to produce isobutanol for market application ex. Solvent, feedstocks
For the production of synthetic rubber, plastics, and polyesters
Cellulosic butanol technology
Robust yeast with metabolic pathway
change
31. LanzaTech use its in-house synthetic biology capability to engineer and develop
microbe for desired application.
34. DuPont developed bioprocess with
an engineered Escherichia coli
strain that converses glucose to
1,3-propanediol (PDO). The bio-
based PDO is more attractive than
petroleum-based for polymer and
chemical industries.
DuPont uses PDO to make its
Sorona (brand of polypropylene
terephthalate
http://pubs.acs.org/cen/coverstory/8126/8126greenchemistry.html
35. Cargill and Evolva will
introduce their sweetener
produced via fermentation
rather than from stevia leaf in
2016
Steviol glycosides extracted in the
stevia leaf with tiny quantities (less
than 0.5% by dry weight) is not
commercially viable.
Genetically engineered baker’s
yeast can convert sugars into
glycosides via fermentation.
EverSweet will be used in zero-
calorie cola, fruit waters, sweet teas,
lemon-lime sodas, etc.
http://www.cargill.com/news/new-zero-calorie-sweetener-hits-the-market/index.jsp
37. Renewable biomass
EU defines bioeconomy as sustainable production and conversion of
biomass for a range of food, health, fiber, industrial products and energy,
where renewable biomass encompasses any biological material to
be used as raw material
39. General Biomass company is developing advanced industrial enzyme which
convert nonfood cellulosic feedstocks to sugars for bioplastics, sustainable packaging,
renewable chemicals and biofuels. Advanced engineered enzymes include cellulase
and hemicellulase.
http://www.generalbiomass.com/aboutgb1.htm
40. Penn State researchers have developed a microbial electrolysis cell, called
BEAMR, to produce hydrogen. The process uses engineered bacteria to
break down organic material such as acetic acid and cellulose. A small external
burst of voltage aids in boosting hydrogen production.
http://www.technologyreview.com/news/409088/making-fuel-from-leftovers/
Bio-fuel cell: bio-hydrogen producer
41. Eiamburapa Co.Ltd. partnered with National Innovation of
Thailand (NIA) and NEDO of Japan invest on a pilot plant to
produce bioethanol from cassava pulp. Eiamburapa is a
starch company for export.
Pilot plant was established in 2014 and able to produce 800
liter/round with 30 million baht investment from
http://www.manager.co.th/Science/ViewNews.aspx?NewsID=9570000044942
NEDO = New Energy and Industry and Industrial Technology Development Organization
43. Additive manufacturing
Additive manufacturing or known as 3D printing refers to various processes used
to synthesize a three-dimensional object.
http://techli.com/2012/07/organovo-bioprinting/#.
To print a 3D object, the manufacturer uses
a 3D computer-aided design (CAD)
program to create a digital model with very
thin cross-sections called layers. The 3D
printer builds up successive layers of material
until the object is finished.
http://3dprintingindustry.com/2013/08/01/nasa-awards-project-for-3d-bioprinting-anything-you-want/
44. 12 things produced by 3D bioprinter for medical purpose
1. Tissue with blood vessels
2. Low-cost Prosthetic parts
3. Drugs
4. Tailor-made sensors
5. Tumor models
6. Bone
7. Heart valve
8. Ear cartilage
9. Medical equipment
10. Cranium replacement
11. Synthetic skin
12. Organs
http://scienceroll.com/2015/02/19/twelve-things-we-can-3d-print-in-medicine-now/
45. Materialise is a leader in additive
manufacturing (AM) that has strength in
software design for 3D products.
• make the prototypes niche products.
• innovation tool for biomedical research
FDA approved the first non-metal 3D printed
polymer for human implantation.
http://www.3dprinter.net/anatomical-heartprint-from-materialise
Medical image data virtual reconstruction 3D printed result
Biomedical
engineering
software and
service
Surgical
solution for
surgeons
Webinar: accurate
evaluation of implant
placement
46. Organovo designs and creates
functional 3D human tissues,
called exVive3DTM
, for use in medical
research and therapeutic applications.
This can accelerate the drug
discovery process with lower
cost.
http://www.organovo.com/tissues-services/exvive3d-human-tissue-models-services-research/exvive3d-liver-tissue-performance/
Organovo offers contract testing
services utilizing exVive3DTM
liver models. The model is used
to provide predictive liver tissue-
specific toxicity marker
assessment as a supplement to
in vitro and preclinical (non-GLP)
animal testing
Organova partnered with Uniquest to grow
kidney tissue from induced pluripotent stem cells
(iPSCs) for drug screening, disease modeling
and cell therapy
47. Startup company designs bone using bone
multipotent stem cell, nutrient for cell,
biomaterial, CT-scan, and implantation
48. Researchers at Biological Engineering, Faculty of Engineering, King Mongkut’s
University of Technology Thonburi developed cell sheet engineering.
Stem cells are cultivated on temperature-responsive polymer. During the
cultivation, polymer at 37 Celsius becomes hydrophobic and when the
temperature is decreased into 20 Celsius, polymer becomes hydrophilic and
separate from tissues. Tissue will be used for transplantation.
http://www.bioeng.kmutt.ac.th/en/program
Tissue engineering
49. LemnaTec developed research platform for digital plant
phenotyping by combining software systems
for data collection, image processing and data
analysis with reliable hardware platform.
High-throughput plant phenotyping and data accumulation
52. Precision farming at GranMonte Smart Vineyard
Multi-function and multi-dimension sensors assist the farmers to monitor the
vineyard closely from the internet or mobile phone.
• The weather sensors monitor humidity, temperature, mass movement of the air, rain
accumulation and sunlight energy in vineyard.
• The soil sensors measure the humidity and temperature of soil around the vines area.
• Video image array help vintners to follow through the activities in vineyard.
• Electronic nose is employed to track the soil chemical conditions and aroma molecules.
GPS tracking is employed to optimize energy and input
http://nanotech.sc.mahidol.ac.th/121229182259p/i-sense/smartvineyard_eng.html