NTSB investigations, 1975
1,285 cases where the phase of flight was Landing.
Cases per year
| 1962 | 22 |
|---|---|
| 1963 | 19 |
| 1964 | 2,152 |
| 1965 | 2,293 |
| 1966 | 2,496 |
| 1967 | 2,731 |
| 1968 | 1,964 |
| 1969 | 1,749 |
| 1970 | 1,680 |
| 1971 | 1,626 |
| 1972 | 1,480 |
| 1973 | 1,368 |
| 1974 | 1,387 |
| 1975 | 1,285 |
| 1976 | 1,307 |
| 1977 | 1,222 |
| 1978 | 1,325 |
| 1979 | 1,135 |
| 1980 | 1,123 |
| 1981 | 1,048 |
| 1982 | 939 |
| 1983 | 885 |
| 1984 | 853 |
| 1985 | 739 |
| 1986 | 661 |
| 1987 | 699 |
| 1988 | 605 |
| 1989 | 584 |
| 1990 | 556 |
| 1991 | 503 |
| 1992 | 534 |
| 1993 | 524 |
| 1994 | 516 |
| 1995 | 481 |
| 1996 | 529 |
| 1997 | 508 |
| 1998 | 545 |
| 1999 | 563 |
| 2000 | 517 |
| 2001 | 497 |
| 2002 | 516 |
| 2003 | 515 |
| 2004 | 522 |
| 2005 | 543 |
| 2006 | 470 |
| 2007 | 536 |
| 2008 | 538 |
| 2009 | 474 |
| 2010 | 512 |
| 2011 | 519 |
| 2012 | 500 |
| 2013 | 420 |
| 2014 | 412 |
| 2015 | 422 |
| 2016 | 527 |
| 2017 | 490 |
| 2018 | 518 |
| 2019 | 463 |
| 2020 | 420 |
| 2021 | 455 |
| 2022 | 494 |
| 2023 | 477 |
| 2024 | 477 |
| 2025 | 451 |
| 2026 | 381 |
Where
Latest cases
Query with SQL
duckdb -csv -c "WITH phase_names(main, name) AS (VALUES (100, 'Prior to flight'), (150, 'Standing'), (200, 'Pushback/towing'), (250, 'Taxi'), (300, 'Takeoff'), (350, 'Initial climb'), (400, 'Enroute'), (450, 'Maneuvering'), (500, 'Approach'), (550, 'Landing'), (600, 'Emergency descent'), (650, 'Uncontrolled descent'), (700, 'Post-impact'), (750, 'After landing'), (800, 'Other'), (990, 'Unknown')),
crosswalk(code, main, name) AS (VALUES (500, 150, 'Standing'), (501, 150, 'Standing - pre-flight'), (502, 150, 'Standing - starting engine(s)'), (503, 150, 'Standing - engine(s) operating'), (504, 150, 'Standing - engine(s) not operating'), (505, 150, 'Standing - idling rotors'), (510, 250, 'Taxi'), (511, 200, 'Taxi - pushback/tow'), (512, 250, 'Taxi - to takeoff'), (513, 250, 'Taxi - from landing'), (514, 250, 'Taxi - aerial'), (520, 300, 'Takeoff'), (521, 300, 'Takeoff - roll/run'), (522, 350, 'Takeoff - initial climb'), (523, 300, 'Takeoff - aborted'), (530, 400, 'Climb'), (531, 400, 'Climb - to cruise'), (540, 400, 'Cruise'), (541, 400, 'Cruise - normal'), (542, 400, 'Maneuvering - holding (IFR)'), (550, 400, 'Descent'), (551, 400, 'Descent - normal'), (552, 600, 'Descent - emergency'), (553, 650, 'Descent - uncontrolled'), (560, 500, 'Approach'), (561, 500, 'Approach - VFR pattern - downwind'), (562, 500, 'Approach - VFR pattern - base turn'), (563, 500, 'Approach - VFR pattern - base leg/base to final'), (564, 500, 'Approach - VFR pattern - final approach'), (565, 500, 'Go-around (VFR)'), (566, 500, 'Approach - IAF to FAF/outer marker (IFR)'), (567, 500, 'Approach - FAF/outer marker to threshold (IFR)'), (568, 500, 'Circling (IFR)'), (569, 500, 'Missed approach (IFR)'), (570, 550, 'Landing'), (571, 550, 'Landing - flare/touchdown'), (572, 550, 'Landing - roll'), (573, 550, 'Landing - aborted'), (574, 550, 'Emergency landing'), (575, 550, 'Emergency landing after takeoff'), (576, 600, 'Emergency descent/landing'), (580, 450, 'Maneuvering'), (581, 450, 'Maneuvering - aerial application'), (582, 450, 'Maneuvering - turn to reverse direction'), (583, 450, 'Maneuvering - turn to landing area (emergency)'), (590, 450, 'Hover'), (591, 450, 'Hover - in ground effect'), (592, 450, 'Hover - out of ground effect'), (600, 800, 'Other'), (610, 990, 'Unknown')),
current_codes AS (
SELECT e.case_mkey, TRY_CAST(e.\"tier1Number\" AS INTEGER) AS code,
row_number() OVER (PARTITION BY e.case_mkey ORDER BY coalesce(e.\"isDefiningEvent\", false) DESC, e.position) AS n
FROM 'https://openairdocs.org/data/latest/ntsb_events.parquet' e
WHERE e.aircrafts_position = 1 AND e.\"tier1Number\" GLOB '[1-9][0-9]*'
AND (e.\"isDefiningEvent\" OR e.case_mkey IN (SELECT \"mKey\" FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' WHERE \"isPre1982\"))
),
phases AS (
SELECT case_mkey, 'current' AS scheme, code, CASE WHEN code >= 990 THEN 990 ELSE code // 50 * 50 END AS main
FROM current_codes WHERE n = 1
UNION ALL
SELECT o.case_mkey, 'older', o.\"phaseOfFlightCode\", w.main
FROM 'https://openairdocs.org/data/latest/ntsb_occurrences.parquet' o JOIN crosswalk w ON w.code = o.\"phaseOfFlightCode\"
WHERE o.aircrafts_position = 1 AND o.\"occurrenceNumber\" = 1 AND o.case_mkey NOT IN (SELECT case_mkey FROM current_codes)
),
case_phases AS (
SELECT p.*, c.\"eventDate\", c.\"highestInjuryLevel\" = 'Fatal' AS fatal, a.aircraft_model_code
FROM phases p JOIN 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c ON c.\"mKey\" = p.case_mkey
LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = p.case_mkey AND a.position = 1
WHERE c.\"eventDate\" >= DATE '1962-01-01' AND p.main IN (SELECT main FROM phase_names)
)
SELECT c.\"ntsbNumber\", c.\"eventDate\", c.\"eventType\", c.\"eventCity\", c.\"eventStateOrRegion\", a.n_number, a.\"aircraftMake\", a.\"aircraftModel\", c.\"highestInjuryLevel\", c.\"totalFatal\", c.\"completionStatus\", c.report_url
FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = c.\"mKey\" AND a.position = 1
WHERE year(c.\"eventDate\") = 1975
AND c.\"mKey\" IN (SELECT case_mkey FROM case_phases WHERE main = 550)
ORDER BY c.\"eventDate\" DESC, c.\"ntsbNumber\" DESC"Prints the whole list as CSV. It reads the release’s Parquet files over HTTPS, so there’s nothing to download first. Install DuckDB to run it.
WITH phase_names(main, name) AS (VALUES (100, 'Prior to flight'), (150, 'Standing'), (200, 'Pushback/towing'), (250, 'Taxi'), (300, 'Takeoff'), (350, 'Initial climb'), (400, 'Enroute'), (450, 'Maneuvering'), (500, 'Approach'), (550, 'Landing'), (600, 'Emergency descent'), (650, 'Uncontrolled descent'), (700, 'Post-impact'), (750, 'After landing'), (800, 'Other'), (990, 'Unknown')),
crosswalk(code, main, name) AS (VALUES (500, 150, 'Standing'), (501, 150, 'Standing - pre-flight'), (502, 150, 'Standing - starting engine(s)'), (503, 150, 'Standing - engine(s) operating'), (504, 150, 'Standing - engine(s) not operating'), (505, 150, 'Standing - idling rotors'), (510, 250, 'Taxi'), (511, 200, 'Taxi - pushback/tow'), (512, 250, 'Taxi - to takeoff'), (513, 250, 'Taxi - from landing'), (514, 250, 'Taxi - aerial'), (520, 300, 'Takeoff'), (521, 300, 'Takeoff - roll/run'), (522, 350, 'Takeoff - initial climb'), (523, 300, 'Takeoff - aborted'), (530, 400, 'Climb'), (531, 400, 'Climb - to cruise'), (540, 400, 'Cruise'), (541, 400, 'Cruise - normal'), (542, 400, 'Maneuvering - holding (IFR)'), (550, 400, 'Descent'), (551, 400, 'Descent - normal'), (552, 600, 'Descent - emergency'), (553, 650, 'Descent - uncontrolled'), (560, 500, 'Approach'), (561, 500, 'Approach - VFR pattern - downwind'), (562, 500, 'Approach - VFR pattern - base turn'), (563, 500, 'Approach - VFR pattern - base leg/base to final'), (564, 500, 'Approach - VFR pattern - final approach'), (565, 500, 'Go-around (VFR)'), (566, 500, 'Approach - IAF to FAF/outer marker (IFR)'), (567, 500, 'Approach - FAF/outer marker to threshold (IFR)'), (568, 500, 'Circling (IFR)'), (569, 500, 'Missed approach (IFR)'), (570, 550, 'Landing'), (571, 550, 'Landing - flare/touchdown'), (572, 550, 'Landing - roll'), (573, 550, 'Landing - aborted'), (574, 550, 'Emergency landing'), (575, 550, 'Emergency landing after takeoff'), (576, 600, 'Emergency descent/landing'), (580, 450, 'Maneuvering'), (581, 450, 'Maneuvering - aerial application'), (582, 450, 'Maneuvering - turn to reverse direction'), (583, 450, 'Maneuvering - turn to landing area (emergency)'), (590, 450, 'Hover'), (591, 450, 'Hover - in ground effect'), (592, 450, 'Hover - out of ground effect'), (600, 800, 'Other'), (610, 990, 'Unknown')),
current_codes AS (
SELECT e.case_mkey, TRY_CAST(e."tier1Number" AS INTEGER) AS code,
row_number() OVER (PARTITION BY e.case_mkey ORDER BY coalesce(e."isDefiningEvent", false) DESC, e.position) AS n
FROM 'https://openairdocs.org/data/latest/ntsb_events.parquet' e
WHERE e.aircrafts_position = 1 AND e."tier1Number" GLOB '[1-9][0-9]*'
AND (e."isDefiningEvent" OR e.case_mkey IN (SELECT "mKey" FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' WHERE "isPre1982"))
),
phases AS (
SELECT case_mkey, 'current' AS scheme, code, CASE WHEN code >= 990 THEN 990 ELSE code // 50 * 50 END AS main
FROM current_codes WHERE n = 1
UNION ALL
SELECT o.case_mkey, 'older', o."phaseOfFlightCode", w.main
FROM 'https://openairdocs.org/data/latest/ntsb_occurrences.parquet' o JOIN crosswalk w ON w.code = o."phaseOfFlightCode"
WHERE o.aircrafts_position = 1 AND o."occurrenceNumber" = 1 AND o.case_mkey NOT IN (SELECT case_mkey FROM current_codes)
),
case_phases AS (
SELECT p.*, c."eventDate", c."highestInjuryLevel" = 'Fatal' AS fatal, a.aircraft_model_code
FROM phases p JOIN 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c ON c."mKey" = p.case_mkey
LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = p.case_mkey AND a.position = 1
WHERE c."eventDate" >= DATE '1962-01-01' AND p.main IN (SELECT main FROM phase_names)
)
SELECT c."ntsbNumber", c."eventDate", c."eventType", c."eventCity", c."eventStateOrRegion", a.n_number, a."aircraftMake", a."aircraftModel", c."highestInjuryLevel", c."totalFatal", c."completionStatus", c.report_url
FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = c."mKey" AND a.position = 1
WHERE year(c."eventDate") = 1975
AND c."mKey" IN (SELECT case_mkey FROM case_phases WHERE main = 550)
ORDER BY c."eventDate" DESC, c."ntsbNumber" DESCRun it at the DuckDB prompt, or in any tool that reads Parquet over HTTPS. More ways to query the release are on Use the data.
NTSB NYC76FNA24Accident · No injuriesClosedPiper PA-28R · Fall River, MANTSB MIA76IM055Incident · No injuriesClosedDouglas DC9-31 · Greer, SCNTSB MIA76FKJ40Accident · No injuriesClosedBeech 65-80 · Birmingham, ALNTSB FTW76FPJ21Accident · No injuriesClosedPiper PA-32 · Stroud, OKNTSB IAD76AI045Accident · 1 fatalClosedMooney M20E · Mt Olivet, KYNTSB CHI76FEI17Accident · No injuriesClosedCessna 180H · Fremont, OHNTSB OAK76DVA33Accident · No injuriesClosedCessna 140 · Shaver Lake, CANTSB NYC76DNA23Accident · No injuriesClosedMooney M-18C · Falmouth, MANTSB DEN76DTE44Accident · No injuriesClosedCessna 210 · Blanca, CONTSB OAK76DVG40Accident · No injuriesClosedPiper PA-22 · Angwin, CANTSB LAX76DUJ51Accident · Minor injuriesClosedCessna U206B · Queen Creek, AZNTSB FTW76DQG40Accident · Minor injuriesClosedCessna 180 · Borger, TXNTSB NYC76DNC33Accident · No injuriesClosedCessna 182 · Rutland, VTNTSB NYC76DHA19Accident · No injuriesClosedBellanca 7ECA · Califon, NJNTSB OAK76DVW10Accident · No injuriesClosedPiper PA-22 · Bishop, CANTSB NYC76AN061Accident · No injuriesClosedBeech E18S · Boston, MANTSB CHI76FET25Accident · No injuriesClosedCessna 150M · Fort Wayne, INNTSB LAX76FUQ19Accident · No injuriesClosedCessna 150 · Lancaster, CANTSB CHI76FEV22Accident · Minor injuriesClosedPiper PA-28 · Danville, ILNTSB ANC76AA057Accident · No injuriesClosedCessna 180 · Pilot Station, AKNTSB OAK76DVD19Accident · No injuriesClosedCessna 177 · Livermore, CANTSB NYC76FHJ10Accident · No injuriesClosedCessna 402A · White Plains, NYNTSB LAX76FUA17Accident · No injuriesClosedRobinson R22 · Torrance, CANTSB DCA76RZ015Accident · Serious injuriesClosedBoeing 707 · Milan, ItalyNTSB OAK76DVD18Accident · Minor injuriesClosedPiper PA-28 · Santa Rosa, CANTSB MKC76DCD24Accident · No injuriesClosedCessna 177 · Durant, IANTSB NYC76DHD07Accident · No injuriesClosedCessna 150 · West Chester, PANTSB MKC76DCG39Accident · No injuriesClosedPiper J5A · Missouri City, MONTSB CHI76FEE34Accident · No injuriesClosedSwearingen SA26AT · Kankakee, ILNTSB MKC76DCJ20Accident · No injuriesClosedCessna 150 · Omaha, NENTSB SEA76DYG27Accident · No injuriesClosedCessna 210 · Wilbur, WANTSB IAD76II042Incident · No injuriesClosedDouglas DC-3C · Baltimore, MDNTSB FTW76ARD25Accident · Minor injuriesClosedCessna 172 · Lafayette, LANTSB CHI76FEC15Accident · No injuriesClosedPiper PA-34 · Troy, MINTSB FTW76FPD22Accident · No injuriesClosedFokker D-7 · Grand Prairie, TXNTSB MKC76DCQ25Accident · Minor injuriesClosedCessna 172 · Caldwell, KSNTSB IAD76II041Incident · No injuriesClosedDouglas DC-3C · Louisville, KYNTSB IAD76FIA07Accident · Serious injuriesClosedCessna 182F · Cove Point, MDNTSB LAX76FUQ25Accident · No injuriesClosedCessna 210B · Santa Susana, CANTSB FTW76DPJ17Accident · No injuriesClosedTaylorcraft 19 · Oklahoma City, OKNTSB SEA76DTA08Accident · No injuriesClosedChampion 7GCB · Wagner, MTNTSB OAK76DVD21Accident · Minor injuriesClosedBeech B19 · Rohnerville, CANTSB MKC76FTK18Accident · Minor injuriesClosedCessna 210 · Brookings, SDNTSB MIA76DLD33Accident · No injuriesClosedGrum-Amer AA5 · Orlando, FLNTSB NYC76FGM19Accident · No injuriesClosedBeech S35 · Meadville, PANTSB FTW76DPG38Accident · No injuriesClosedTaylorcraft BC12-D · De Witt, ARNTSB MIA76DLD32Accident · No injuriesClosedPiper PA-28 · Daytona Beach, FLNTSB MIA76DLA29Accident · No injuriesClosedCessna 310Q · Gainsville, FLNTSB NYC76AN054Accident · No injuriesClosedBeech E18S · N Springfield, VTNTSB LAX76DVG24Accident · No injuriesClosedCessna 150 · Riverside, CA