{ "annotations": [ { "date": "2018-07", "description": { "en": "Violent nationwide protests after IMF-required fuel-subsidy cut; dozens killed. PM resignation." }, "id": "2018_pep_riots", "label": { "en": "July 2018 fuel-price riots", "fr": "\u00c9meutes du carburant (juil. 2018)", "ht": "Pwotestasyon kont pri gaz (jiy\u00e8 2018)" }, "type": "political" }, { "date": "2020-03", "description": { "en": "Schools closed, borders shut, economic activity contracted sharply." }, "id": "2020_covid", "label": { "en": "COVID-19 state of emergency", "fr": "Urgence sanitaire COVID-19", "ht": "Eta ijans COVID-19" }, "type": "health" }, { "date": "2021-07", "description": { "en": "July 7, 2021. Acute constitutional vacuum, gang expansion, capital-flight." }, "id": "2021_moise_assassination", "label": { "en": "President Mo\u00efse assassinated", "fr": "Assassinat du pr\u00e9sident Mo\u00efse", "ht": "Prezidan Mo\u00efse asasine" }, "type": "political" }, { "date": "2022-09", "description": { "en": "Blocked fuel terminals; humanitarian emergency; PM Henry announces subsidy removal." }, "id": "2022_fuel_subsidy_crisis", "label": { "en": "Sept 2022 fuel crisis", "fr": "Crise du carburant (sept. 2022)", "ht": "Kriz gaz (sept. 2022)" }, "type": "political" }, { "date": "2024-03", "description": { "en": "Prison breaks, coordinated gang attacks force PM Henry's resignation; CARICOM-led transitional council." }, "id": "2024_state_of_emergency", "label": { "en": "March 2024 state of emergency", "fr": "\u00c9tat d'urgence (mars 2024)", "ht": "Eta ijans (mas 2024)" }, "type": "political" } ], "default_view": { "component": "CITY", "frequency": "M", "measure": "RADIANCE" }, "description": { "en": "**Monthly nighttime-lights radiance for Haiti**, a satellite-derived proxy for\neconomic activity, electrification, and population presence, from the NASA\nBlack Marble (VNP46A3) monthly VIIRS Day/Night Band composite. It is the\nsame data that backs the map's nighttime-lights layer. It is a proxy, not\nan official statistic.\n\n**Why it matters here.** Conventional subnational statistics are sparse in\nHaiti, so satellite radiance is a useful independent signal. Falling radiance\ncan flag grid failure, fuel shortages, displacement, or conflict-driven\nabandonment, while the concentration of light in Ouest and Port-au-Prince\nmirrors the country's economic geography.\n\n**It is a level.** Each value is the average top-of-atmosphere radiance over\nthe area in the month, in nanowatts per square centimetre per steradian\n(nW/cm2/sr). Aggregating months to quarters or years averages the level; it is\nnever summed. Radiance is also never summed across areas: each department and\neach city carries its own level, so every multi-area view is multi-line, never\nstacked.\n\n**Three geographic levels.** A national mean across the ten departments, the\nten department means, and the means for key cities (the Port-au-Prince\nmetropolitan area, Cap-Haitien, and other departmental centres). Ouest and\nPort-au-Prince read far higher than the rural departments, several of which sit\nnear zero.\n\n**Caveats.** Radiance reflects lit human activity and is sensitive to cloud\ncover, moonlight, fires, and sensor effects; it is not a measure of GDP or\npopulation. It is published as a proxy alongside conventional indicators.\n", "fr": "**Radiance des lumi\u00e8res nocturnes mensuelle pour Ha\u00efti**, un indicateur\nindirect d\u00e9riv\u00e9 du satellite de l'activit\u00e9 \u00e9conomique, de l'\u00e9lectrification\net de la pr\u00e9sence de population, d'apr\u00e8s le composite mensuel VIIRS\nDay/Night Band de NASA Black Marble (VNP46A3). Ce sont les m\u00eames donn\u00e9es\nqui alimentent la couche cartographique des lumi\u00e8res nocturnes. C'est\nun indicateur indirect, pas une statistique officielle.\n\n**Pourquoi c'est utile ici.** Les statistiques infranationales classiques\nsont rares en Ha\u00efti, donc la radiance satellitaire est un signal\nind\u00e9pendant utile. Une baisse de radiance peut signaler une panne du\nr\u00e9seau, des p\u00e9nuries de carburant, un d\u00e9placement ou un abandon li\u00e9 au\nconflit, tandis que la concentration de la lumi\u00e8re dans l'Ouest et \u00e0\nPort-au-Prince refl\u00e8te la g\u00e9ographie \u00e9conomique du pays.\n\n**C'est un niveau.** Chaque valeur est la radiance moyenne sur la zone dans\nle mois, en nW/cm2/sr. L'agr\u00e9gation des mois en trimestres ou ann\u00e9es moyenne\nle niveau; elle ne l'additionne jamais. La radiance n'est jamais additionn\u00e9e\nentre zones : chaque d\u00e9partement et chaque ville porte son propre niveau,\ndonc toute vue multi-zones est multi-lignes, jamais empil\u00e9e.\n\n**Trois niveaux g\u00e9ographiques.** Une moyenne nationale sur les dix\nd\u00e9partements, les dix moyennes d\u00e9partementales et les moyennes pour des\nvilles cl\u00e9s (l'aire m\u00e9tropolitaine de Port-au-Prince, Cap-Ha\u00eftien et\nd'autres centres). L'Ouest et Port-au-Prince sont bien plus \u00e9lev\u00e9s que les\nd\u00e9partements ruraux, dont plusieurs sont proches de z\u00e9ro.\n\n**Mises en garde.** La radiance refl\u00e8te l'activit\u00e9 humaine \u00e9clair\u00e9e et est\nsensible \u00e0 la couverture nuageuse, au clair de lune, aux incendies et aux\neffets de capteur; ce n'est pas une mesure du PIB ni de la population. Elle\nest publi\u00e9e comme indicateur indirect aux c\u00f4t\u00e9s des indicateurs classiques.\n", "ht": "**Radyans limy\u00e8 lannwit chak mwa pou Ayiti**, yon endikat\u00e8 endir\u00e8k ki soti\nnan satelit pou aktivite ekonomik, elektrifikasyon, ak prezans popilasyon,\ndapre konpozit mansy\u00e8l VIIRS Day/Night Band NASA Black Marble (VNP46A3).\nSe menm done ki bay kouch kat limy\u00e8 lannwit la. Se yon\nendikat\u00e8 endir\u00e8k, pa yon estatistik ofisy\u00e8l.\n\n**Poukisa li itil isit la.** Estatistik sou nivo sou-nasyonal klasik yo ra\nann Ayiti, donk radyans satelit la se yon siyal endepandan itil. Yon b\u00e8s nan\nradyans ka montre yon p\u00e0n rezo, mank gaz, deplasman, oswa abandon ki lye ak\nkonfli, pandan konsantrasyon limy\u00e8 a nan Lw\u00e8s ak nan P\u00f2toprens reflete\njeyografi ekonomik peyi a.\n\n**Se yon nivo.** Chak val\u00e8 se radyans mway\u00e8n sou z\u00f2n nan nan mwa a, an\nnW/cm2/sr. L\u00e8 w agrege mwa yo an trim\u00e8s oswa ane, ou f\u00e8 mway\u00e8n nivo a; ou pa\njanm adisyone l. Radyans pa janm adisyone ant z\u00f2n yo: chak depatman ak chak\nvil pote pw\u00f2p nivo l, donk tout vi plizy\u00e8 z\u00f2n se plizy\u00e8 liy, pa janm anpile.\n\n**Twa nivo jeyografik.** Yon mway\u00e8n nasyonal sou dis depatman yo, dis\nmway\u00e8n depatmantal yo, ak mway\u00e8n pou k\u00e8k vil enp\u00f2tan (z\u00f2n metwopolit\u00e8n\nP\u00f2toprens, Okap, ak l\u00f2t sant). Lw\u00e8s ak P\u00f2toprens pi wo anpil pase depatman\nriral yo, plizy\u00e8 ladan yo pr\u00e8ske zewo.\n\n**Av\u00e8tisman.** Radyans reflete aktivite imen klere epi li sansib ak kouv\u00e8ti\nnyaj, kl\u00e8 lalin, dife, ak ef\u00e8 det\u00e8kt\u00e8; li pa yon mezi PIB ni popilasyon. Yo\npibliye l k\u00f2m yon endikat\u00e8 endir\u00e8k akote endikat\u00e8 klasik yo.\n" }, "dim_labels": { "area_type": { "en": "Geographic coverage" }, "city": { "en": "City", "fr": "Ville", "ht": "Vil" }, "component": { "en": "Geographic level" }, "measure": { "en": "Measure" } }, "document_series": [], "domain": "context", "downloadable": true, "facets": { "adjustment": [ "NSA" ], "area_type": [ "NATIONAL" ], "city": [ "Cap-Ha\u00eftien", "Gona\u00efves", "Hinche", "Jacmel", "J\u00e9r\u00e9mie", "Les Cayes", "Ouanaminthe", "Port-au-Prince metro", "Saint-Marc" ], "component": [ "CITY" ], "frequency": [ "M" ], "measure": [ "RADIANCE" ] }, "indicator_id": "nightlights", "labels": { "area_type": { "NATIONAL": { "description": "Country-wide total.", "en": "National", "fr": "National", "ht": "Nasyonal" } }, "component": { "CITY": { "description": "Per-city mean radiance for selected metropolitan and departmental-capital areas; the specific city is in dim_extra.city. A level per city, charted as multiple lines, never stacked.\n", "description_fr": "Radiance moyenne par ville pour des aires m\u00e9tropolitaines et des chefs-lieux s\u00e9lectionn\u00e9s; la ville pr\u00e9cise figure dans dim_extra.city. Un niveau par ville, trac\u00e9 en plusieurs lignes, jamais empil\u00e9.", "description_ht": "Radyans mway\u00e8n pa vil pou k\u00e8k z\u00f2n metwopolit\u00e8n ak ch\u00e8flye chwazi; vil presi a nan dim_extra.city. Yon nivo pa vil, trase an plizy\u00e8 liy, pa janm anpile.", "en": "Key city", "fr": "Ville cl\u00e9", "ht": "Vil enp\u00f2tan" } }, "frequency": { "M": { "en": "Monthly", "fr": "Mensuel", "ht": "Chak mwa" } }, "measure": { "RADIANCE": { "description": "Average VIIRS nighttime radiance over the area in the month (nW/cm2/sr), a satellite-derived proxy for lit economic activity and electrification. A level, averaged over time and never summed across areas.\n", "description_fr": "Radiance nocturne VIIRS moyenne sur la zone dans le mois (nW/cm2/sr), un indicateur indirect d\u00e9riv\u00e9 du satellite de l'activit\u00e9 \u00e9conomique \u00e9clair\u00e9e et de l'\u00e9lectrification. C'est un niveau, moyenn\u00e9 dans le temps et jamais additionn\u00e9 entre zones.", "description_ht": "Radyans lannwit VIIRS mway\u00e8n sou z\u00f2n nan nan mwa a (nW/cm2/sr), yon endikat\u00e8 endir\u00e8k ki soti nan satelit pou aktivite ekonomik klere ak elektrifikasyon. Se yon nivo, mway\u00e8n nan tan epi yo pa janm adisyone l ant z\u00f2n yo.", "en": "Average radiance", "fr": "Radiance moyenne", "ht": "Radyans mway\u00e8n" } } }, "name": { "en": "Nighttime-lights radiance (VIIRS)", "fr": "Radiance des lumi\u00e8res nocturnes (VIIRS)", "ht": "Radyans limy\u00e8 lannwit (VIIRS)" }, "observations": [ { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2018-01", "source_id": "viirs_ntl", "status": "observed", "value": 9.04, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Les Cayes", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 0.7905, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Jacmel", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 0.4112, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Hinche", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 0.3492, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Ouanaminthe", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 2.2726, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "J\u00e9r\u00e9mie", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 0.6779, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 4.4807, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Cap-Ha\u00eftien", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 1.3936, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Gona\u00efves", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 0.7468, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Saint-Marc", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 0.6996, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Les Cayes", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 0.6659, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Jacmel", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 0.4229, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Saint-Marc", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 0.6564, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Hinche", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 0.3627, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "J\u00e9r\u00e9mie", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 0.7607, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 4.4809, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Cap-Ha\u00eftien", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 1.2261, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Gona\u00efves", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 0.7102, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Saint-Marc", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 0.5683, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Les Cayes", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 0.636, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Jacmel", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 0.4705, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Hinche", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 0.5063, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Ouanaminthe", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 2.3745, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "J\u00e9r\u00e9mie", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-09", "source_id": "viirs_ntl", "status": "observed", "value": 0.7464, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-10", "source_id": "viirs_ntl", "status": "observed", "value": 3.9473, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Ouanaminthe", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-08", "source_id": "viirs_ntl", "status": "observed", "value": 2.4028, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Cap-Ha\u00eftien", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-10", "source_id": "viirs_ntl", "status": "observed", "value": 1.1983, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Gona\u00efves", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 0.6654, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 4.0972, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Saint-Marc", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-04", "source_id": "viirs_ntl", "status": "observed", "value": 0.7172, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Les Cayes", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-04", "source_id": "viirs_ntl", "status": "observed", "value": 0.7085, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Jacmel", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-04", "source_id": "viirs_ntl", "status": "observed", "value": 0.4182, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Hinche", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-04", "source_id": "viirs_ntl", "status": "observed", "value": 0.3499, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Ouanaminthe", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-04", "source_id": "viirs_ntl", "status": "observed", "value": 2.6483, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "J\u00e9r\u00e9mie", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-04", "source_id": "viirs_ntl", "status": "observed", "value": 0.7046, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 3.6775, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Cap-Ha\u00eftien", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 1.2807, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Gona\u00efves", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 0.7631, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Saint-Marc", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 0.9193, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Les Cayes", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 0.6978, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Cap-Ha\u00eftien", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-07", "source_id": "viirs_ntl", "status": "observed", "value": 1.3356, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Jacmel", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 0.538, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Ouanaminthe", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 2.6152, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "J\u00e9r\u00e9mie", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-05", "source_id": "viirs_ntl", "status": "observed", "value": 0.9768, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-06", "source_id": "viirs_ntl", "status": "observed", "value": 4.478, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Cap-Ha\u00eftien", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2023-06", "source_id": "viirs_ntl", "status": "observed", "value": 1.2893, 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"Hinche", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-10", "source_id": "viirs_ntl", "status": "observed", "value": 0.5372, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Ouanaminthe", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-10", "source_id": "viirs_ntl", "status": "observed", "value": 1.1349, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "J\u00e9r\u00e9mie", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-10", "source_id": "viirs_ntl", "status": "observed", "value": 0.837, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Port-au-Prince metro", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-11", "source_id": "viirs_ntl", "status": "observed", "value": 5.8478, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Cap-Ha\u00eftien", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-11", "source_id": "viirs_ntl", "status": "observed", "value": 1.5553, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Gona\u00efves", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-11", "source_id": "viirs_ntl", "status": "observed", "value": 0.3959, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Saint-Marc", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-11", "source_id": "viirs_ntl", "status": "observed", "value": 0.2773, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "Les Cayes", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2020-08", "source_id": "viirs_ntl", "status": "observed", "value": 0.139, "vintage_date": "2026-06-19" }, { "area_type": "NATIONAL", "city": "J\u00e9r\u00e9mie", "component": "CITY", "frequency": "M", "measure": "RADIANCE", "period": "2026-05", "source_id": "viirs_ntl", "status": "observed", "value": 0.2378, "vintage_date": "2026-06-19" } ], "sector": "socio", "sectors": [ "ZM", "ZU" ], "source": { "document_series": [], "format": "json", "frequency_published": "monthly", "id": "viirs_ntl", "license": "NASA Black Marble (VNP46) nighttime-lights products are public, openly available NASA data (distributed via LAADS DAAC). Attribution to NASA Black Marble is expected. The series ingested here are polygon Sum-of-Lights and lit-area aggregates per Haitian department and key city (plus city mean radiance), computed by the maps pipeline; only those aggregates are published.", "methodology_note": "## Nighttime lights for Haiti\n\nNighttime lights are satellite measurements of how much light a place emits at night. Where\nconventional statistics are sparse, as in Haiti, they stand in for economic and electricity\nactivity. They are a proxy, not an official statistic, and not a measure of GDP.\n\n**What is measured.** For Haiti as a whole, each department and the major cities, the light\nemitted across the area is summed each month, and the lit area is reported beside it. The sum\nis shown indexed to 100 in 2018, so 50 means lights are half their 2018 level. Mean radiance\nappears only for compact cities: averaged over a department that is mostly dark countryside it\nis near zero and says nothing.\n\n**What it shows.** Total nighttime lights fell by roughly half between 2018 and 2025. The\ndecline is near-universal across departments and cities and is concentrated in metropolitan\nPort-au-Prince. The clearest exception is the northeast border around Ouanaminthe, where\nlights grew with the CODEVI free-zone economy.\n\n**Why it overstates the fall in output.** The decline reflects the breakdown of public\nelectricity and fuel supply and the effect of insecurity as much as any loss of production, so\nit is never converted into a GDP figure. Off-grid solar, which the satellite largely cannot\nsee, pushes the same way.\n\n**Product.** NASA Black Marble monthly composites, polygon sum-of-lights and lit area per\nzone, cross-checked against the EOG annual product. Roman et al. (2018), Remote Sensing of\nEnvironment 210:113-143. Full\n[nighttime lights methodology note (PDF)](https://www.haitidocs.org/data/methodology/nighttime-lights-methodology.pdf).\n", "name": "Nighttime lights, NASA Black Marble (VNP46A3), Haiti", "name_localized": { "en": "Nighttime lights, NASA Black Marble (VNP46A3), Haiti", "fr": "Lumi\u00e8res nocturnes, NASA Black Marble (VNP46A3), Ha\u00efti", "ht": "Limy\u00e8 lannwit, NASA Black Marble (VNP46A3), Ayiti" }, "provider": { "full": "NASA Black Marble VNP46 (VIIRS Day/Night Band)", "short": "NASA Black Marble", "type": "academic" }, "url": "https://blackmarble.gsfc.nasa.gov/" }, "sources": { "viirs_ntl": { "document_series": [], "format": "json", "frequency_published": "monthly", "id": "viirs_ntl", "license": "NASA Black Marble (VNP46) nighttime-lights products are public, openly available NASA data (distributed via LAADS DAAC). Attribution to NASA Black Marble is expected. The series ingested here are polygon Sum-of-Lights and lit-area aggregates per Haitian department and key city (plus city mean radiance), computed by the maps pipeline; only those aggregates are published.", "methodology_note": "## Nighttime lights for Haiti\n\nNighttime lights are satellite measurements of how much light a place emits at night. Where\nconventional statistics are sparse, as in Haiti, they stand in for economic and electricity\nactivity. They are a proxy, not an official statistic, and not a measure of GDP.\n\n**What is measured.** For Haiti as a whole, each department and the major cities, the light\nemitted across the area is summed each month, and the lit area is reported beside it. The sum\nis shown indexed to 100 in 2018, so 50 means lights are half their 2018 level. Mean radiance\nappears only for compact cities: averaged over a department that is mostly dark countryside it\nis near zero and says nothing.\n\n**What it shows.** Total nighttime lights fell by roughly half between 2018 and 2025. The\ndecline is near-universal across departments and cities and is concentrated in metropolitan\nPort-au-Prince. The clearest exception is the northeast border around Ouanaminthe, where\nlights grew with the CODEVI free-zone economy.\n\n**Why it overstates the fall in output.** The decline reflects the breakdown of public\nelectricity and fuel supply and the effect of insecurity as much as any loss of production, so\nit is never converted into a GDP figure. Off-grid solar, which the satellite largely cannot\nsee, pushes the same way.\n\n**Product.** NASA Black Marble monthly composites, polygon sum-of-lights and lit area per\nzone, cross-checked against the EOG annual product. Roman et al. (2018), Remote Sensing of\nEnvironment 210:113-143. Full\n[nighttime lights methodology note (PDF)](https://www.haitidocs.org/data/methodology/nighttime-lights-methodology.pdf).\n", "name": "Nighttime lights, NASA Black Marble (VNP46A3), Haiti", "name_localized": { "en": "Nighttime lights, NASA Black Marble (VNP46A3), Haiti", "fr": "Lumi\u00e8res nocturnes, NASA Black Marble (VNP46A3), Ha\u00efti", "ht": "Limy\u00e8 lannwit, NASA Black Marble (VNP46A3), Ayiti" }, "provider": { "full": "NASA Black Marble VNP46 (VIIRS Day/Night Band)", "short": "NASA Black Marble", "type": "academic" }, "url": "https://blackmarble.gsfc.nasa.gov/" } }, "units": { "RADIANCE": "nW/cm\u00b2/sr" }, "views": [ { "chart_type": "small_multiples", "default": true, "default_window": "all", "description": { "en": "Monthly mean radiance within each city's built-up footprint (NASA Black Marble VNP46A3), charted as separate lines. Mean radiance is meaningful for compact city footprints; for departments and the nation use the Sum of Lights indicator (a department-wide mean is dominated by dark rural area and is ~0). A level per city, never stacked.", "fr": "Radiance moyenne mensuelle dans l'empreinte b\u00e2tie de chaque ville (NASA Black Marble VNP46A3), en lignes distinctes. La radiance moyenne est pertinente pour les empreintes urbaines compactes; pour les d\u00e9partements et le pays, utiliser l'indicateur Somme des lumi\u00e8res (la moyenne d\u00e9partementale est domin\u00e9e par les zones rurales sombres et est ~0). Un niveau par ville, jamais empil\u00e9.", "ht": "Radyans mway\u00e8n chak mwa nan anprent bati chak vil (NASA Black Marble VNP46A3), an liy separe. Radyans mway\u00e8n gen sans pou anprent vil konpak; pou depatman ak nasyon an s\u00e8vi ak endikat\u00e8 S\u00f2m limy\u00e8 yo (mway\u00e8n depatmantal domine pa z\u00f2n riral f\u00e8nwa epi li ~0). Yon nivo pa vil, pa janm anpile." }, "filters": { "city": [ "Port-au-Prince metro", "Cap-Ha\u00eftien", "Gona\u00efves", "Saint-Marc", "Les Cayes", "Jacmel", "Hinche", "Ouanaminthe", "J\u00e9r\u00e9mie" ], "component": "CITY", "measure": "RADIANCE", "source_id": "viirs_ntl" }, "id": "by_city", "name": { "en": "By city (mean radiance)", "fr": "Par ville (radiance moyenne)", "ht": "Pa vil (radyans mway\u00e8n)" } } ], "vintages": [ "2026-06-19" ] }