Beit Lif. Kfarfila. Roumié ! Tall Biré. Chibtine ! Darine orj En-Naqoura ! Deir Nbouh. Aachqout ! Baaouerta ! Aayta Ec
Lebanon
Map of Vulnerable Population Groups
Lebanon being one of the countries affected by the Syrian Crisis is embarking on its 5th round of regional response planning. Although the refugee population has multitude of vulnerabilities that need immediate response for basic lifesaving interventions, the effects of the crisis is also spreading much deeper into the fragile social fabric of the Lebanese population. Pre-crisis Lebanon had almost 30 percent of its population living on less than 4 USD per person per day, counting for almost 1.2 million people if projected on today’s population (ca. 4.2 Million). The refugee population is mostly concentrated in the northern and eastern peripheries of the country, though latest UNHCR registration figures also show that the population is widely scattered over the entire country and in almost every municipality/village. For the purposes of having a much more focused approach in targeting the 5th response plan, a priority list of localities would be needed capturing the different vulnerabilities: the Lebanese population and the Syrian refugees. To operationalize this plan, different data sets were utilized to identify and map the different populations’ distributions on the locality level.
LEVEL - 3 (Medium)
LEVEL - 1 (Worst )
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Tall Aabbas Ech-Charqi Cheikh Mohammad Jebrayel
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Machta Hammoud Mazraet-El-Nahrieh
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Beino Baghdadi Khirbet Char Tal Abbas El-gharbié Al-Khraibé Halba Deir-Daloum Kobbet Bchamra
El-Biré El-Kouachra
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Ouadi Khaled
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Ilat
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El-Tleil Cheir Homeirine
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Majdel Akkar
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Dibbabiyé
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Tall Hmayra Tall Biré Kneisset Aakkar
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Dayret Nahr El-Kébir
Sindianet Zeidane
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Noura Et-Tahta
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Kharnoubet Aakkar Dahr Laissine Hayzouq Aamaret El-Baykat
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Khirbet Daoud Aakkar Aaiyat Aain Yaaqoub Daouret Aakkar
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Chaqdouf Deir Jannine Ouadi El-Haour Balde WaMazraatBaldé Rihaniyet Aakkar Darine Saadine
LEVEL - 2 (High)
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LEVEL - 4 & 5 (Low)
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Tannourine Et-Tahta Douma
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Tannourine El-Faouqa
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Tanaïl Al-Marje Haouche-el-Harimé
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El-Jdeidé Lala
Rachaiya Ghazzé Mansoura
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Kamed-el-Lauze Kherbet Rouha Jib Jénine Dahr El-Ahmar El-RafidE ! ! !
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Delhamié Maallaka (Terres)
Al-Sawiré
Ankoune !
Kfar Remmane Habbouche !
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El Nabatieh
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Douair Harouf
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Rachaya El-Wadi
Rachaya El-Wadi
Hasbaiya
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Chabaaa
Nabatiyé El-Tahta
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Jobchite
Machghara
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Hasbaiya Hebbariyé
Abbassyat Mâaraké
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EL-Khiam
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Tibnine
Bent Jbayl
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Haris !
Yater
Borj qalaouiyé
Marjaayoun
Jouaya
Aïn Baal
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Bent Jbayl
Borge El-Chémali
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Sour
Sour (Tyr)
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Mansouri Sour
Aarab Salim Kfar Tibnit Marjaayoun Kfar Kila Nabatiyeh El-Faouka Deir Ez-Zahrani Taybet Matjaayoun Zibdine En-Nabatiyeh Mayfadoun Qaaqaaiyet Ej-Jisr Qsaibet En-Nabatiyeh !
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Baakline
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El-Zrariyé
Rayak Ablah
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Daraya
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Sohmor Yohmor BG
Mejdel-Anjar
West Bekaa
Jezzine
Saida
Babliyé Adloun
Al-Ali-Nahri Tamnine El-Tahta
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Ansariyé
Al-Nabi Chite Haouche el-Rafika
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Saksakiat
Kafraiya BG Aaqabet Rachaya Baaloul BG
Bar-Elias Kfar Zabed
Aaley
Djezzine
Sour
Marjaayoun
Aadayssé Marjaayoun
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Srifa
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Bint Jbail
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Tairzibna
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Deir Ntar
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Jbal El-Botm
Bazouriat Kana Aïtite Saddikine !
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Rmadiyé
Deir Kanoun Ras El Aïn
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Aayta Ech-Chaab
El-Kleilé
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Yarine
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Chaaitiyé
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Soultaniyet Bent Jbayl
Rmaich
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Yaroun
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Majdel Selm Touline Aaintaroun Chaqra Aaynata Bent Jbayl Baraachit !
Qabrikha Saouanet Marjayoun
Merouahine
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Blida
Beit Lif
Biret Rachaiya Kfar Denis
Terbol
Zahleh
El-Karaoun
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Bent Jbayl
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Brital
Fourzol
Hamara
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Hasbaiya
Kfar Sir
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Meiss Ej-Jabal
Tayr Harfa
Sarafend
Soultan Yaacoub Faouqa
El-Kharayeb
Deir Aames
Borj En-Naqoura Aalma Ech-Chaab
Bissariat
Yanta
Aabba
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Yohmor En-Nabatiyeh ! Zaoutar Ech-Charqiyé
Houla
Baabda
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Toul
Ansar
Jditah Maksé Kab Elias
Kherbet Kanafar
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El Nabatieh
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Markaba !
Metn
Chouf
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Loubié Ghassaniyé Sir El-Gharbiyé Deir Qanoun En-Nahr Aain Abou Abdallah Toura Mheilib Maaroub Barich Bafliyé Khirbet Selm Batoulay Hanaouay
Bednayel
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Kfar Chouba
Bnaafoul
Kfar Melki Saida
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Qlaiaa
Selaa Sour Debaal SourDeir Kifa
Majdelzoun Zebqine
Abra Helaliat Haret Saïda Miemié Darbessim Maghdouché Ghazyat
Yanta
Jezzine
Saida
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Dibbine Ibl Es-Saqi !
Hmairi SourChehour
Sour
Raouda (Istabel)
Aanout
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Braiqeaa
Mazraat Mechref
Mdoukha
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Hasbaiya
Marjaayoun
Henniyé
Zahlé Er-Rassiyé Ksara
Rachaiya
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Talabaya
Anjar
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Saghbine Gharifé
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Aain Aata !
Halloussiyé
Merouaniyé Zefta Loubié
Houmine El-Faouqa
El Nabatieh Arzai Bedias
Chehime El Jiyeh Barja Katermaya Sebline
Beit Chama
Rmeileh
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Aadoussiyé
Choukine
Bent Jbayl
Serraaine Et-Tahta
Aayta El-Foukhar
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Aayha
Bakkifac Rachaya
Saïd Neil Zahlé (Terres)
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Saida Ed-Dekermane Qraiyet Saida Kfar Hatta Saida Qennarit Najjariyé
Rachaiya
Kaoutariyet Es-Siyad Nmairiyé Charqiyé Kfour En-Nabatieh Aadchit Ech-Chqif
Haouch En-Nabi
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Marjaayoun
Khodr Baalbek
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Erkay
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Semqaniyé
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Saida Qaaqaiyet Es-Snaoubar Teffahta
Haour Taala
Damour
Temnine El-Faouqa
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Lebaa
Jbaa En-Nabatiyeh Kfarfila Jezzine Aain Qana
Mazraat 'Mseileh Aaqtanit Maamriyé Erkay
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Aalmane Ech-Chouf Saida El-Oustani
Joun
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mazboud Mghairiyé Ech-Chouf
Tanbourit
Hasbaiya
West Bekaa
Chouf
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Hasrout Bsaba Ech-Chouf Zaarouriyé AammatourBater
Majdel Balhis
El Nabatieh
Qsarnaba
Zahlé Haouch El-Oumara !
West Bekaa
Khiara
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Kaoukaba Bou Arab
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Bqosta Salhiyet Saida
Batloun
Barouk
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Ouardaniyé
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Nabi Ayla
Aana
Chouf
Mrayjat Zahlé
Saoufar
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Aain Kfar Zabad
Aammiq BG
Aain Ouzain
Rachaiya
Saida
Keyfoun Bayssour Aaley Aabey Rimhala Deir El-Qamar Kfar Him Dibbiyé Baassir Dibbiyé Jadra Dalhoun
Aaley
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Chanay
Brih Kfar Nabrakh
Zahleh !
Qmatiyé Bhamdoun Ed-Dayaa
Douress Chemistar
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Qoussaya
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Jezzine
Choueifat El-Oumara
Baabda !
Zahleh
Bouarej
Maaraboun Mansouriyet El-Matn
Baalbek
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Raait
Himlaya
Beirut
Zqaq el-Blat foncière
Haouch Hala
Baalchmay Bhamdoun El-Mhatta
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Kfar Faqoud Bourjein
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Nabi Ayla
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Mechref
Aain el-Mraisse foncière
Khreibet Baalbek
Falougha Chbaniyé
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Kfar Matta
West Bekaa
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Hazerta
Kahhalé
Aadous
Qaa Er-Rim Niha Zahlé
Baabda Qornayel
Ras El Matn Aaraiya Aabadiyé
Aaley
Talia
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Metn
Baabdat
Beit Meri
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Kfar Matta Baaouerta
Bteghrine
Kesrouane
Fanar Baouchariat Borge Hammoud Senn el Fil Achrafieh Ras Beyrouth Moussaytbeh Mazraa Beirut Chiah Baabda Borge el Baragenat Hadace Chouaifat Amroussyat Kfarchima Chouaifat Qobbat Aley Bchamoune Aramoun Naamat
Metn
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Deir Qoubel Aaytat
Nabay
Beit Chabab Bikfaya
Taraiya
Kfar Dibiane
Djounié Ghadir Zouk Mousbeh
Hadath Baalbek Majdaloun
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Ouadi Chahrour El Aaoulia
Faraya
Kesrouane
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Boutchay
Aaley
Hrajel
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Louayzé Baabda
Mazraat Yachouaa Dbayé Antelias Broummana El-Matn Hammana
Yât
Nahlé baalbek
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Baskinta
! Dair El-Ahmar
Bouday
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Aajaltoun
Baalbek
Chlifa
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Zahleh
Hizzine Aain Bourday Taibet Baalbek
Jbayl
Youmine
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Aachqout
Roumié Aain Saadé
Beirut
Balloune Jounié Sarba Zouk Mkayel
Saaidé Kfar Dane
Arsale
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Byaqout
Ghazir
Jounie Haret Sakhr
Kesrouane
Baalbek
Halate
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Mdaouar foncière
Baabda
Btedaai
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Beirut
Blat Jbeil
Jbail
Jbayl
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Qartaba
Nabi Osmane Chaat
Yammouné
Baalbek
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Metn
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Al-Labouat Aamchit
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Shaylé Kesrouane Jaaita Beit Ech-Chaar Mtayleb Qornet Chehouane Naqqach
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Nabha Ed-Damdoum Aaynata Baalbek
Batroun
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Sahel Aalma Qleiaat Kesrouane
Al-Aïne
Batroun
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Kesrouane
Al-Fakiat
Bcharreh
Bcharreh
Batroun
Maqné
Bouar Safra Kesrouane
Bkaa Safrine
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Nahr Ibrahim
Bcharré
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Bcharreh
Assia
Jbayl
Baalbek
Izal
Zgharta
Kfar Obeida
Morh Kfarsghab
Hasroun
Bechouat
Jbayl
Kfar Habou
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Koura Batroune
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AAbdelli
! Sir
Kfar Akka Kousba
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Batroun
Hermel
! Assoun
Amioune
Hadchit
Boqsmaiya
Chibtine
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Beit El-Faqs tarane Bqarsouna
Hermel
! Bakhoune
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Bijdarfil Kour Zané
Bcharreh
Sour
Kahf El-Malloul
Miniyeh-Danniyeh
Trablous Trablous
Bziza Koubba
Chouf
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Zgharta
Enfeh Chekka
Hermel
Fneidek
El-Karkaf Harare Michmiche
Ardé
Btermaz Aazqai
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Qarsaita Mimrine
Miziara Kfar Kahel Bsarma
Ras Baalbek El-Sahl !
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Koura
Akkar El-Atika
Tikrite Rahbé
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Hamat Aabrine
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Karm Saddé Ayto
Koura
Sfiré
Miniyeh-Danniyeh Zgharta
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Zgharta Koura
Déddé Al-Kalmoune
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Kfar Hazir Heri
Miniyeh-Danniyeh
Aarjis
Bterram
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Zighrine
Machha
Minyara
Akroum
Aakar
Arka
! Berkayel !
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Kfarzaina
El-Koubayet!
Al-Qa El-Benjakie
Ras Maska
Bzal Qabaait
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Miniyeh-Danniyeh
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Barsa Btouratij Bechmizzine Nakhlé Kfar Hilda Dar Baaechtar
Andeket Bazbina
Bqerzla
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Hermel
Charbine El-Hermel
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Trablous
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Hermel Fiaa
Aakar !
Ouadi El-Jamous Bebnine Al-Mehamra Zouk Bhanine Al-Minieh Mériata
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Trablous
Kneisset Hnaider Hnaider
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Aaba Qalhat
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Majdala Jdeidet El-Qaitaa Mrah Es-Srayj Merkebta Aalma Nabi Youcheaa Rachaaine Trablous En-Nouri Kfardlaqous
! Haql el Aazimé Qattiné-Miniyé
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Aafsdiq Kfar Saroun El-Koura Kfar Hata El-Koura Kafraya El-Koura
Deir Omar Al-Beddaoui Zghorta Mejdlaya Tripoli Zeitoun Tripoli Jardins Al-Mina Jardins Al-Mina No3
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Aardat Kfarhata Zgharta Bkeftine Kfarhoura Batroumine Kfaryachit Ras Kifa
Aakar
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Karm El-Mohr Deir Nbouh
Qleiaat Aakkar Hayssa Qaabrine Mar Touma
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Chane ! Habchit ! Qornet Aakkar !
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Zouq El Hosniyé Dinbou Sfaynet El-Qaitaa Raouda-Aadoua Hailan
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Aakar
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Kfar Melki Aakkar Idbil Cheikh Taba
Cheikh Zennad
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Sammaqiyé
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Hokr Etti
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Jmaijmé Safad Al-Battikh
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Kfar Dounine
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The data Sets To be able to eventually map all the data on locality level, a base Shapefile was utilized as the point of aggregation for all the other variables. 1. The shapefile is available online on (https://gistdata.itos.uga.edu/node/27338) which includes the 3rd admin level population distribution as well. The source of the shapefile is the CDR (Council for Development and reconstruction) (see full reference below). 2. The 28.55% of the Lebanese population is estimated to be living under 4USD/capita/day based on the UNDP study of 2008 where the data was collected in 2004. The poverty estimates from this study gives break down on “combined Caza” level (admin level 2), the same proportions are assumed at the locality level (UNDP, 2008). 3. The refugee population distribution is attained from the UNHCR registration database, it is matched on the above locality Shapefile.
The boundaries, names, and designations used on this map do not imply official endorsement of the United Nations or UNHCR. All data used were the best available at the time of map production. GIS and Mapping by: UNHCR
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Haddatha
Aain Ibl
Calculation steps: This part should be read in tandem with the excel workbook
Reference Excel Sheet (locality_level_vulnerability_mapping). After matching all the different datasets on the municipal level all were collated in a single spreadsheet (Master_data). The columns A to O refer to the geographical variables from coordinates, village name, Caza/district and governorate (except column D which is a previous registered refugee population). Column P and Q: The number of dwellings and population estimate (source the CDR shapefile) Column R to T: Column Q is the estimate proportion of the population within that locality/village living under 4 USD/capita/day, based on the 2008 poverty study. The following column is the population count within each locality/village and the third column (column Y) is the standardized over the maximum. Column U and V: This is the refugee population (April 30) and the standardized over the maximum. Column W and X: the count of individuals benefiting from the NPTP programme followed by the standardization over the maximum (this is not used in the final Index calculation). Column Y, Z and AA: these columns are the column percentages of the count of population living under 4 USD, refugee and NPTP, respectively. These columns would help to display the villages on a map. Column AB: is the square root of the product of column T*V. This the index, that will be used to priority rank the localities. Column AC: Is the rank of each locality (Descending order of priority) Column AD: Is the geometric mean of the column T and V Column AE: Are the quintiles; the localities are divided into 5 parts based on the values of the Index. Values of 1 means they are in the worst quintile, whereas values of 5 mean they are in the least vulnerable quintile. This column should be used for mapping purposes. To note, the quintile ranking is based on localities where the Index value is not indeterminate. Column AF: The count of tented settlements in the localities, (based in the Master list of tented settlements) Column AG: The number of schools in the localities, this is based on the primary list of schools agreed with MEHE Column AH: The PHC’s in the localities. Column AI: The SDC’s in the localities Column AJ: Community centers which are in the localities, these are not SDC’s rather NGO or civil society actors mapped by partners. Column AK: The 12 official UNRWA camps Column AP: This is the entire list of schools around 1400, matched on Locality level.
