Google's AI-Based Flood Forecasting System Is Saving Lives In India: Here's How

Google's artificial intelligence-based flood forecasting system is saving countless lives in India by providing warnings up to two days in advance

Bharat SharmaUpdated: Nov 11, 2021, 13:06 IST
4 min read
Google uses AI for flood forecasting in India
Google

India and China collectively account for the most loss of life and infrastructural damage due to natural disasters. According to United Nations Office for Disaster Risk Reduction, 79,732 people were killed by 321 natural disasters like floods and earthquakes in India between 2000 and 2019. In addition, 108 crore people were directly affected by disasters in terms of livelihood, displacement, and more.

Google is trying to change that. Under its "Google Research" imprint, one of the world's largest tech companies is using machine learning to address one of the most prominent disasters in India and the world - riverine floods. In the absence of mitigation measures and early warning systems, a lot of lives that can be saved are lost to natural disasters.

Google uses AI for flood forecasting in India Google

Using artificial intelligence, Google has developed an early warning system. According to Sella Nevo, a software engineer at Google who heads the Google Flood Forecasting Initiative, artificial intelligence can effectively help them send out flood warnings way before traditional methods.

Pilot programme in India

The pilot programme for this AI-based flood forecasting system was started in Bihar, India. Nevo highlighted how Google assists government with their goals. While the government assesses potential floods, it cannot predict areas that would be affected. By using satellite images, Google essentially creates a model of areas that are most likely to be hit by floods based on the river's trajectory. A prediction of the river's flood is created, based on which warnings are issued.

Google uses AI for flood forecasting in India Sella Nevo | Google

Also read: Google's Opening A 'Zootopia' To Lure Employees Back To Office Full Of Birds And Bees

The company can help send out flood warnings to people two days in advance. With further research, Google hopes to improve the capabilities to five days in advance, giving a longer window of time for people to seek shelter.

So far, Google has sent out 100 million Android notifications to save lives of people in areas that could face flooding, Sella Nevo claimed. "Forecasting can prevent 30-50 per cent damage," he added.

What's the future of Google's flood forecasting?

By constantly improving AI by feeding it expansive data, Google's "top priority is getting these alerts to more people." So far, Nevo's team has helped 360 million people in India and Bangladesh.

The biggest roadblock is the lack of internet access in many regions. To overcome this challenge, Google is helping build a community-based alert system with help from local NGOs, Nevo said during the "Inventors @ Google" segment on November 11.

Google uses AI for flood forecasting in India Google

Also read: China's Built World's Fastest Quantum Computer, 10 Million Times Faster Than Google's

And no, you don't need to sign up for anything to be in tune with such warnings. The warning system is integrated into Google Maps and Google Search where just typing in the word "flood" followed by your location will give the right information.

How does AI help?

The AI employs two primary models to predict flooding. The "hydrologic model" helps scientists predict the water level in a river at any given time. "We have an error of 12 centimetres," Nevo added.

The "invasion model" translates the river into a map of sorts to identify areas that will be flooded. The error rate in this model stands at about 100 metres. While it may not tell you the exact place where flooding will occur, it can help save villages and neighbourhoods that are most likely to get hit by flooding. For now, the focus for Google and Nevo has shifted from improving accuracy to "providing it to more people."

Google uses AI for flood forecasting in India Google

Also read: Behind Russia, India Made Second-Most Content Removal Requests To Google In 2021

For now, the predictive model only takes into account riverine flooding and not flash floods, which Nevo hopes to pursue "may be in the future." In response to a question by Indiatimes, Nevo highlighted how Google and his team are making the tool more accessible. First off, open sourcing of the code may "help others scale up." To this end, Nevo and team have "sent in hydraulics model for open source" which is currently under review.

Google uses AI for flood forecasting in India Google

Nevo also believes that "machine learning systems can adapt to changes in climate faster than classic hydrologic systems." With help from local disaster management agencies and the Central Water Commission, under the aegis of Indian government, Google hopes to save more lives in the future.

What do you think about Google's solid initiative to save lives in India and eventually elsewhere? Share your thoughts with us in the comments below.

For more in the world of tech and science, keep reading Indiatimes.com.

Bharat Sharma

I live for all-things-technology - gadgets, novel climate solutions, and startups that are changing the game. In my leisurely hours, you can find me binge watching science fiction films, writing poetry, or dancing to pop anthems.

Read More
23/11/2024 20:38:57
seductrice.net
universo-virtual.com
buytrendz.net
thisforall.net
benchpressgains.com
qthzb.com
mindhunter9.com
dwjqp1.com
secure-signup.net
ahaayy.com
tressesindia.com
puresybian.com
krpano-chs.com
cre8workshop.com
hdkino.org
peixun021.com
qz786.com
utahperformingartscenter.org
worldqrmconference.com
shangyuwh.com
eejssdfsdfdfjsd.com
playminecraftfreeonline.com
trekvietnamtour.com
your-business-articles.com
essaywritingservice10.com
hindusamaaj.com
joggingvideo.com
wandercoups.com
wormblaster.net
tongchengchuyange0004.com
internetknowing.com
breachurch.com
peachesnginburlesque.com
dataarchitectoo.com
clientfunnelformula.com
30pps.com
cherylroll.com
ks2252.com
prowp.net
webmanicura.com
sofietsshotel.com
facetorch.com
nylawyerreview.com
apapromotions.com
shareparelli.com
goeaglepointe.com
thegreenmanpubphuket.com
karotorossian.com
publicsensor.com
taiwandefence.com
epcsur.com
mfhoudan.com
southstills.com
tvtv98.com
thewellington-hotel.com
bccaipiao.com
colectoresindustrialesgs.com
shenanddcg.com
capriartfilmfestival.com
replicabreitlingsale.com
thaiamarinnewtoncorner.com
gkmcww.com
mbnkbj.com
andrewbrennandesign.com
cod54.com
luobinzhang.com
faithfirst.net
zjyc28.com
tongchengjinyeyouyue0004.com
nhuan6.com
kftz5k.com
oldgardensflowers.com
lightupthefloor.com
bahamamamas-stjohns.com
ly2818.com
905onthebay.com
fonemenu.com
notanothermovie.com
ukrainehighclassescort.com
meincmagazine.com
av-5858.com
yallerdawg.com
donkeythemovie.com
corporatehospitalitygroup.com
boboyy88.com
miteinander-lernen.com
dannayconsulting.com
officialtomsshoesoutletstore.com
forsale-amoxil-amoxicillin.net
generictadalafil-canada.net
guitarlessonseastlondon.com
lesliesrestaurants.com
mattyno9.com
nri-homeloans.com
rtgvisas-qatar.com
salbutamolventolinonline.net
sportsinjuries.info
wedsna.com
rgkntk.com
bkkmarketplace.com
zxqcwx.com
breakupprogram.com
boxcardc.com
unblockyoutubeindonesia.com
fabulousbookmark.com
beat-the.com
guatemala-sailfishing-vacations-charters.com
magie-marketing.com
kingstonliteracy.com
guitaraffinity.com
eurelookinggoodapparel.com
howtolosecheekfat.net
marioncma.org
oliviadavismusic.com
shantelcampbellrealestate.com
shopleborn13.com
topindiafree.com
v-visitors.net
djjky.com
053hh.com
originbluei.com
baucishotel.com
33kkn.com
intrinsiqresearch.com
mariaescort-kiev.com
mymaguk.com
sponsored4u.com
crimsonclass.com
bataillenavale.com
searchtile.com
ze-stribrnych-struh.com
zenithalhype.com
modalpkv.com
bouisset-lafforgue.com
useupload.com
37r.net
autoankauf-muenster.com
bantinbongda.net
bilgius.com
brabustermagazine.com
indigrow.org
miicrosofts.net
mysmiletravel.com
selinasims.com
spellcubesapp.com
usa-faction.com
hypoallergenicdogsnames.com
dailyupdatez.com
foodphotographyreviews.com
cricutcom-setup.com
chprowebdesign.com
katyrealty-kanepa.com
tasramar.com
bilgipinari.org
four-am.com
indiarepublicday.com
inquick-enbooks.com
iracmpi.com
kakaschoenen.com
lsm99flash.com
nana1255.com
ngen-niagara.com
technwzs.com
virtualonlinecasino1345.com
wallpapertop.net
casino-natali.com
iprofit-internet.com
denochemexicana.com
eventhalfkg.com
medcon-taiwan.com
life-himawari.com
myriamshomes.com
nightmarevue.com
healthandfitnesslives.com
androidnews-jp.com
allstarsru.com
bestofthebuckeyestate.com
bestofthefirststate.com
bestwireless7.com
britsmile.com
declarationintermittent.com
findhereall.com
jingyou888.com
lsm99deal.com
lsm99galaxy.com
moozatech.com
nuagh.com
patliyo.com
philomenamagikz.net
rckouba.net
saturnunipessoallda.com
tallahasseefrolics.com
thematurehardcore.net
totalenvironment-inthatquietearth.com
velislavakaymakanova.com
vermontenergetic.com
kakakpintar.com
jerusalemdispatch.com
begorgeouslady.com
1800birks4u.com
2wheelstogo.com
6strip4you.com
bigdata-world.net
emailandco.net
gacapal.com
jharpost.com
krishnaastro.com
lsm99credit.com
mascalzonicampani.com
sitemapxml.org
thecityslums.net
topagh.com
flairnetwebdesign.com
rajasthancarservices.com
bangkaeair.com
beneventocoupon.com
noternet.org
oqtive.com
smilebrightrx.com
decollage-etiquette.com
1millionbestdownloads.com
7658.info
bidbass.com
devlopworldtech.com
digitalmarketingrajkot.com
fluginfo.net
naqlafshk.com
passion-decouverte.com
playsirius.com
spacceleratorintl.com
stikyballs.com
top10way.com
yokidsyogurt.com
zszyhl.com
16firthcrescent.com
abogadolaboralistamd.com
apk2wap.com
aromacremeria.com
banparacard.com
bosmanraws.com
businessproviderblog.com
caltonosa.com
calvaryrevivalchurch.org
chastenedsoulwithabrokenheart.com
cheminotsgardcevennes.com
cooksspot.com
cqxzpt.com
deesywig.com
deltacartoonmaps.com
despixelsetdeshommes.com
duocoracaobrasileiro.com
fareshopbd.com
goodpainspills.com
hemendekor.com
kobisitecdn.com
makaigoods.com
mgs1454.com
piccadillyresidences.com
radiolaondafresca.com
rubendorf.com
searchengineimprov.com
sellmyhrvahome.com
shugahouseessentials.com
sonihullquad.com
subtractkilos.com
valeriekelmansky.com
vipasdigitalmarketing.com
voolivrerj.com
worldhealthstory.com
zeelonggroup.com
1015southrockhill.com
10x10b.com
111-online-casinos.com
191cb.com
3665arpentunitd.com
aitesonics.com
bag-shokunin.com
brightotech.com
communication-digitale-services.com
covoakland.org
dariaprimapack.com
freefortniteaccountss.com
gatebizglobal.com
global1entertainmentnews.com
greatytene.com
hiroshiwakita.com
iktodaypk.com
jahatsakong.com
meadowbrookgolfgroup.com
newsbharati.net
platinumstudiosdesign.com
slotxogamesplay.com
strikestaruk.com
techguroh.com
trucosdefortnite.com
ufabetrune.com
weddedtowhitmore.com
12940brycecanyonunitb.com
1311dietrichoaks.com
2monarchtraceunit303.com
601legendhill.com
850elaine.com
adieusolasomade.com
andora-ke.com
bestslotxogames.com
cannagomcallen.com
endlesslyhot.com
iestpjva.com
ouqprint.com
pwmaplefest.com
qtylmr.com
rb88betting.com
buscadogues.com
1007macfm.com
born-wild.com
growthinvests.com
promocode-casino.com
proyectogalgoargentina.com
wbthompson-art.com
whitemountainwheels.com
7thavehvl.com
developmethis.com
funkydogbowties.com
travelodgegrandjunction.com
gao-town.com
globalmarketsuite.com
blogshippo.com
hdbka.com
proboards67.com
outletonline-michaelkors.com
kalkis-research.com
thuthuatit.net
buckcash.com
hollistercanada.com
docterror.com
asadart.com
vmayke.org
erwincomputers.com
dirimart.org
okkii.com
loteriasdecehegin.com
mountanalog.com
healingtaobritain.com
ttxmonitor.com
nwordpress.com
11bolabonanza.com