Advanced Flood Hub features for aid organizations and governments


The new updates in Flood Hub have more to offer flood experts at aid organizations, governments and research groups. For example, a new layers panel allows users to add and remove different layers from the map, making it possible to better understand each of the layers separately, now that more information is available on the Flood Hub. An enhanced gauge panel and updated Help Center provide detailed explanations of the Flood Hub features and abilities, including information about the different flood models presented there.

How these new tools support field work

Our flood forecasting tools, such as the Flood Hub, Floods API and the historical dataset are designed to support aid organizations, governments and researchers who can benefit from granular and long lead time flood information. One reason we’re focused on working with these groups is that they have operative systems in place to deliver advanced warnings and preemptive relief. During 2024, we saw the outputs of these efforts first-hand through our partnerships with Give Directly and the International Rescue Committee (IRC) in Nigeria and Bangladesh. This collaboration enables aid organizations to use our technology in their response, and helps communities become more resilient to future floods.

Support for AI-powered flood relief in Nigeria

We previously shared progress from international partnerships that leverage AI for flood preparedness. In June of 2024, Google.org gave funding to Give Directly and the International Rescue Committee to help deliver cash support to 7,500 people in Nigeria.

GiveDirectly operated in Kogi state on the Niger river and IRC operated on the Benue river in eastern Nigeria. GiveDirectly used the Google Flood API alongside their anticipatory action systems to receive village-specific alerts and initiate cash transfers.

“With Google’s historical data, we identified the areas most at risk of flooding,” explains Federico Barreras, humanitarian manager at GiveDirectly. “Using the Google Flood API, we determined when floods were about to hit our target areas, allowing us to deliver cash assistance ahead of the peak to those most in need.”

This collaboration resulted in a first-of-its-kind AI-powered cash relief effort in Africa, enabling cash aid to reach communities at least 5-7 days ahead of the flood peak in Nigeria, during September – October 2024. The goal with advance relief is to give families the financial means to secure food and protect their assets before disaster strikes. Research shows that knowing about a disaster prior to the event can not only increase your preparedness but also reduce the amount of money needed for the reaction to the disaster.

In addition to including the Google Flood API in their trigger logic that unlocked cash relief for 3,000 households in Adamawa State, the IRC is using the platform in other projects beyond Nigeria. Miles Murray, the IRC’s Anticipatory Action Specialist, says: “We are replicating this approach of automating flood Anticipatory Action in other contexts as well, such as Northern Kenya, where previously there was no flood forecast data but with AI there are now dozens of reporting points enabling more families to benefit from AI-powered cash relief.”

Cash transfers support for affected families in Bangladesh

In Bangladesh, where the Jamuna River basin suffers from devastating annual flooding, GiveDirectly used Google’s Flood Hub to deploy AI-driven anticipatory action. Before the flood season that happened this year in July, families in high-risk areas received cash transfers, enabling them to purchase essentials and safeguard their property. This approach highlighted the power of AI in supporting flood forecasting and directly benefiting affected communities. “In Bangladesh, anticipatory action triggers are usually set at the district level, which covers large areas,” says Abir Chowdhury, Bangladesh interim country director, GiveDirectly. “With Google’s AI-powered forecasts, we piloted a more precise approach — delivering anticipatory cash at the village level to reach the most at-risk communities before floods hit.”

Looking ahead

As we continue to expand the Flood Hub’s coverage and improve its functionality, we remain committed to developing new tools that enhance flood preparedness, response and recovery worldwide. Our goal is to empower international organizations to act quickly, and help strengthen the resilience of local communities in the face of climate crises.

Government agencies, NGOs and researchers can access a free, shareable map of all river gauge data — past and forecasted — updated daily. Visit our Flood Forecasting research site to access Flood Hub or get more information.



Source link

Share

Latest Updates

Frequently Asked Questions

Related Articles

DMRC Signs Agreement to Improve Internet Connectivity Across All Corridors

The Delhi Metro Rail Corporation (DMRC) on Friday signed an agreement with a...

NASA selects SpaceX to launch NEO Surveyor

WASHINGTON — NASA picked SpaceX for the launch of a space telescope dedicated...

Startup Investors Foaming at the Mouth To Carve Up Your Job With AI

If there's one throughline linking us to our ancestors at the birth of...
SULTAN88
SULTANSLOT
RAJA328
JOIN88
GFC88
HOKIBET
RUSIASLOT88
TAHU69
BONANZA99
PRAGMABET
MEGA55
LUXURY777
LUXURY333
BORJU89
QQGAMING
KEDAI168
MEGA777
NAGASLOT777
TAKSU787
KKSLOT777
MAS77TOTO
bandar55
BOS303
HOKI99
NUSA365
YUHUSLOT
KTP168
GALAXY138
NEXIA138
PETIR33
BOOM138
MEGA888
CABE888
FOSIL777
turbospin138
KAPAKBET
SUPERJP
sultankoin99
dragon88
raffi888
kenzobet
aladin666
rgo365
ubm4d
GERCEP88
VIVA99
CR777
VOXY88
delman567
intan69
CABE888
RNR303
LOGO303
PEMBURUGACOR
mpo383
cermin4d
bm88
ANGKA79
WOWHOKI
ROKET303
MPOXL
GURITA168
SUPRASLOT
SGCWIN
DESA88
ARWANA388
DAUNEMAS
ALADDIN666
BIOWIN69
SKY77
DOTA88
NAGA138
API5000
y200m
PLAYBOOK88
LUXURY12
A200M
MPO700
KENANGAN4D
cakrabola
PANDAGENDUT
MARVEL77
UG300
HOKI178
MONTE77
JASABOLA
UNTAR4D
LIDO88
MAFIABOLA77
GASPOL189
mpo999
untung138
TW88
JAGUAR33
MPOBOS
SHIO88
VIVO4D
MPOXL
JARISAKTI
BBO303
AONCASH
ANGKER4D
LEVIS4D
JAGO88
REPUBLIK365
BOSDEAL88
BOLA168
akunjp
WARTEGBET
EZEBET
88PULSA
KITAB4D
BOSDEAL88
STUDIOBET
MESINKOIN
BIMA88
PPNUSA
ABGBET88
TOP77
BAYAR77
YES77
BBTN4D
BBCA4D
VSLOTS88
MPO800
PAHALA4D
KPI4D
JURAGAN77
QQ188
BOLAPELANGI
C200M
QQ998
GWKTOGEL
MEGABANDAR
COLOWIN
VIP579
SEVEN4D
MPO188
DEWATA88
SURAT4D
SINAR123
LAMBO77
GUDANG4D
AWAN4D
PLANETLIGA
GT88
ROYALSPIN88
MAMAJITU
MITO99
PEDIA4D
WIBU69JP
333HOKI
SIDARMA88
NAGAEMAS99
HOLA88
CAKAR76
KINGTOTO
RATUGAMING
SSI168
PILAR168
ACTOTO
EYANGTOGEL
KAISAR328
SLOT628
KAISAR88
DOTA88
MAXWIN369
ALIBABA99
MM168
SQUAD777
NAGABET88
JAYABOLA
SEMPATIGAME
PANDAJAGO
PIKAT4D
SINGA77
YUYU33
MASTERPLAY99
VICTORY39
NASA4D
PERMATA55
SAKAUSLOT
CK303
MPOTOWER
CIPUTRABET
WINJUDI
DEWI5000
IYA777
MAHIRTOTO
GOSLOT88
TIPTOP4D
RAJA787
JBO680
JOKER188
EPICPLAY88
TRIVABET
KAISAR189
JOKER81
JPSPIN88
MAYORA4D
DJARUMPLAY
OVO88
BAKTI78
WINGSLOT77
ICAFE4D
PDTOTO
JETPLAY88
JETPLAY88
STADIUM4D
RAJAVIP777
ISB388
GASSPOL168
JITU33
ISTANA8899
CERI123
VIPPELANGI99
55WEALTH
LIGAJUARA
RAJAPKV
HMTOTO
PERKASA99
DEWIGG
MASTERKIU
DAFTARJP268
BATENGMERAH
YOGATOTO
GRAZYRICH88
RGO365
TIKI4D
GBOSKY
RANS4D
GRAND4D
GARUDABET77
BOLABESAR
KASIR777
WINPALACE88
SAMUDRBET
JAGO89
IBCBET
SUPER126
BIZZ77GAMES
ASET69
GAMESPOLLS
LOGO303
JETHOKI
FERRARITOTO
SULTAN69
BARUNATOTO
MDSBET
HOBBIQQ
SARANG188
HEPI55
NARUTOBET
ASIABET4D
PRAGMABET
OKEBOS138
HAHA55
VOCAL77
GATOT4D
LANANGBET
BONCEL4D
TUKUL777
BOOKIE7
PAJAKBOLA
5DEWA
WAHIDTOTO
CSOWIN
OMG303
WINLIVE4D
ALADDIN666
LUMIO777
GBOPLAY777
GEBER88
BETWIN89
BIBIT88
BIJITOGEL
BIMOIN88
BINGOSLOT88
BINTANG29
BINTANG4D
BISABET
BOJO88
BOLA99
BOLAKAWAN
BOROBUDURBET
BOSDEAL88
BOSKU123
HOKI138
BOSS177
BOSSKLIK
BP77
GARUDA999
ABO777
MAXBET268
BANDARSBO
UGDEWA
ANAKNAGA
BIGSLOT
FYP138
SKYWIN386
KOBOY789
YYPAUS
LUCKY77
ISTANAIMPIAN4
PEDRO4D
SEMAR123
AKSARA88
VIRGO168
JUALTOTO
KAISAR89
CAPSAWINS
SUKI99
SIARIL
BOSSLOT138
PRAGMATIC777
ARWANA89
DUKUN138
KOI77
SBA99
GOWD
ANAKTOTO
JAKJP
EU9
ZONA66
MURAH138
SULE88
PPNUSA
PENCETAJA
RAFI168
MURAH138_LOGIN
PATEN77
ACETOTO888
CUAN368
KENZO123
DEWAWIN365
KUPONTOTO
MPOTOP88
TOKYO188
SLOT88RESMI
CAPTAIN77
PECINTA4D
PANEN33
TANTAN88
OMEGA138
KUDA77
BLURAYUFR
YANDEXEU
K86SPORT
ASIAKLUB
ION55
OTW78
POOLS303
ALL303
MPOBOS
MEGA118
MAMEN123
MEVIUS88
77ROYAL
DRAGON222
337SPORTS
QQ1221
CAFE69
TKO77
GELEK4D
DOMINO76
PPSNUSA
ANDAHOKI
OASIS88
SOHIB4D
HERMES21
NEON4D
GASWIN
HOLA88
ALEXIS17
Y200M
MPLAY5000
MPOLANGIT
SIHOKI
SULTAN33
SAVAYASLOT
MONTE77
BARDI4D
PSTOTO99
SGO777
MACO4D
TAJIR77
UNOSLOT
BABE168
SULTANJP
KINGS128
KADERSLOT
TOTO911
KUATJP
LUNAS168
JOKER888
GIGASLOT88
GMSLOT88
HOBI188
IBET44
IDWIN
IGCWIN
OVOKER
TEXASPOKER
HOKIVEGAS
POKERBOYA
RGOPOKER
INDOWINBET
HKBPOKER
ROYALPOKER
HKBPOKERQQ
ALFA303
INDODINGDONG
RGOBET
EYANGPOKER
BROVEGAS
GITARTOGEL
GITARPOKER
AHABET
KTP303
MABOSWAY
KBO77
GIGASLOT88
GMSLOT88
HOBI188
IBET44
IDWIN
IGCWIN
DEWIJOKER
DRAGON303
FANTASYSLOT
FORWIN77
GBO007
GBOPLAY138
GBOSLOT
GBOWIN
NAGA168
PBOWIN
UANG77
MVP288
MURAHSLOT
MASHOKI
GITAR100
ERAPLAY88
GOLDENCROWNPOKER
HPPOKER
DNDPOKER
SUPER138
RAKSASA123
MOTORSLOT77
KUDASAKTI168
ERA77
526BET
52TOGEL
76SLOT
LEXISPOKER
LVONLINE
KAPAL4D
KAPAL4D2
MOMOPOKER
K7BOLA
NAGABOLA
TOGELHOK
WAZEPOKER
WARKOPPOKER
PORN VIDEO
https://link.space/@Hikaribet
https://bio.site/Hikaribet
https://heylink.me/Hikaribet39
CMBET88
CMBET88
didascaliasdelteatrocaminito.com
glenellynrent.com
gypsumboardequipment.com
realseller.org
https://harrysphone.com/upin
gyergyoalfalu.ro/tokek
vipokno.by/gokil
winjospg.com
winjos801.com/
www.logansquarerent.com
internationalfintech.com/bamsz
condowizard.ca
jawatoto889.com
hikaribet3.live
hikaribet1.com
heylink.me/hikaribet
www.nomadsumc.org
condowizard.ca/aromatoto
euro2024gol.com
www.imaracorp.com
daftarsekaibos.com
stuffyoucanuse.org/juragan
Toto Macau 4d
Aromatoto
Lippototo
Mbahtoto
Winjos
152.42.229.23
bandarlotre126.com
heylink.me/sekaipro
www.get-coachoutletsonline.com
wholesalejerseyslord.com
Lippototo
Zientoto
Lippototo
Situs Togel Resmi
Fajartoto
Situs Togel
Toto Macau
Winjos
Winlotre
Aromatoto
design-develop-test.com
winlotre.online
winlotre.xyz
winlotre.us
winlotrebandung.com
winlotrepalu.com
winlotresurabaya.shop
winlotrejakarta.com
winlotresemarang.shop
winlotrebali.shop
winlotreaceh.shop
winlotremakmur.com
Dadu Online
Taruhantoto
a Bandarlotre
bursaliga
lakitoto
aromatoto
Rebahin
untungslot.pages.dev
slotpoupler.pages.dev
rtpliveslot88a.pages.dev
tipsgameslot.pages.dev
pilihslot88.pages.dev
fortuertiger.pages.dev
linkp4d.pages.dev
linkslot88a.pages.dev
slotpgs8.pages.dev
markasjudi.pages.dev
saldo69.pages.dev
slotbenua.pages.dev
saingtoto.pages.dev
markastoto77.pages.dev
jowototo88.pages.dev
sungli78.pages.dev
volatilitas78.pages.dev
bonusbuy12.pages.dev
slotoffiline.pages.dev
dihindari77.pages.dev
rtpdislot1.pages.dev
agtslot77.pages.dev
congtoto15.pages.dev
hongkongtoto7.pages.dev
sinarmas177.pages.dev
hours771.pages.dev
sarana771.pages.dev
kananslot7.pages.dev
balitoto17.pages.dev
jowototo17.pages.dev
aromatotoding.com
unyagh.org
fairparkcounseling.com/gap/
impress-newtex.com/ajax/
SULTAN88
SULTANSLOT
RAJA328
JOIN88+
HOKIBET
GFC88
RusiaSlot88
Tahu69
BONANZA99
Pragmabet
mega55
luxury777
luxury333
borju89
qqgaming
KEDAI168
mega777
nagaslot777
TAKSU787
kkslot777
MAS77TOTO
BANDAR55+
BOS303
Login-HOKI99/
NUSA365
YUHUSLOT
ktp168
GALAXY138