753 NMS sites 709 within protection zone 74 listed buildings 7 of 9 archaeological periods

Drumahaire is a barony of County Leitrim, in the historical province of Connacht (Irish: Droim Dhá Thiar), covering 474 km² of land. The barony records 753 NMS archaeological sites and 74 NIAH listed buildings, placing it at around the 38th percentile among 280 ROI baronies for sites per km². This means it is in the lower half of all baronies for sites per km². Dated archaeological evidence runs from the Neolithic through to the Post Medieval, spanning 7 of 9 archaeological periods, placing the barony in the 25th percentile among 280 ROI baronies for chronological depth. This means it is in the bottom third of all baronies for chronological depth. The largest dated subset of recorded sites dates to the Early Medieval. Logainm flags 55 placenames in the barony as carrying a recognised heritage root; the largest share — around 45% — are names associated with pre-christian defensive.

Detailed boundary map of DRUMAHAIRE barony, LEITRIM
Drumahaire boundary detail
Regional context map showing DRUMAHAIRE barony within LEITRIM
Drumahaire in regional context

Heritage at a glance

Percentile rankings throughout this profile compare each barony only against the other 279 Republic of Ireland baronies.

753
Recorded NMS sites
38th percentile
709
Within protection zone
94.2% of recorded sites
74
NIAH listed buildings
40th percentile
474 km²
Barony area

The recorded heritage of Drumahaire

The National Monuments Service Sites and Monuments Record (SMR) is the statutory inventory of archaeological sites for the Republic of Ireland, maintained by the Department of Tourism, Culture, Arts, Gaeltacht, Sport and Media. Sites recorded here include earthworks, ringforts, megalithic tombs, ecclesiastical remains, and post-medieval features; not every record is legally protected, but each is registered as a monument of archaeological interest.

The National Monuments Service records 753 archaeological sites in Drumahaire, putting it at the 38th percentile among 280 ROI baronies for sites per km². This means it is in the lower half of all baronies for sites per km². Protection coverage is near-universal — 709 sites (94%) fall within a recorded monument protection zone, indicating an extensively surveyed landscape. The dominant category is defensive sites — ringforts, enclosures, hillforts, and stone forts (440 sites, 58% of the record). Ringfort – rath is the most prevalent type, making up 30% of the barony's recorded sites (229 records) — well above the ROI average of 20% across all baronies where this type occurs. Ringfort – rath is an earthen ringfort enclosed by a bank and external ditch — the most common Early Medieval farmstead, broadly dated 500–1000 AD. Other significant types include Ringfort – cashel (85) and Enclosure (52). Ringfort – cashel is the stone-walled equivalent of the rath, found mainly in upland or western areas, broadly dated 500–1000 AD; Enclosure is a banked or ditched feature of uncertain type, used as a catch-all where the original function cannot be determined from surface evidence. Across the barony's 474 km², this gives a recorded density of 1.59 sites per km².

Most common monument types

Hover or tap a monument type to see its definition.

TypeCount
Ringfort – rath an earthen ringfort enclosed by a bank and external ditch — the most common Early Medieval farmstead, broadly dated 500–1000 AD 229
Ringfort – cashel the stone-walled equivalent of the rath, found mainly in upland or western areas, broadly dated 500–1000 AD 85
Enclosure a banked or ditched feature of uncertain type, used as a catch-all where the original function cannot be determined from surface evidence 52
House – indeterminate date a habitation building whose date cannot be determined from available evidence 34
Souterrain an underground stone-built passage and chamber, generally Early Medieval and often associated with ringforts as a defensive or storage feature 26
Ringfort – unclassified a circular Early Medieval settlement enclosure where surviving evidence does not allow distinction between earthen and stone forms 26
Field boundary a continuous bank, wall or drain marking the limit of a field, of any date from the Neolithic onwards 18

Chronological distribution

The dated archaeological record for Drumahaire spans from the Neolithic through to the Post Medieval, with activity attested across 7 of 9 archaeological periods. Every period from earliest to latest is represented in the record — an unbroken sequence of dated activity across the full chronological span. Activity concentrates most heavily in the Early Medieval (367 sites, 65% of dated material), with the Iron Age forming a secondary peak (116 sites, 20%). A further 185 recorded sites (25% of the overall NMS register for the barony) carry no period attribution — appearing as 'Unknown' in the bar chart below. This typically reflects either records that pre-date the standardised period vocabulary or sites awaiting specialist dating review, rather than a genuine absence of chronological evidence.

Mesolithic
0
Neolithic
23
Early Bronze Age
37
Middle Late Bronze Age
8
Iron Age
116
Early Medieval
367
Medieval
11
Post Medieval
6
Modern
0
Unknown
185

Sample of recorded monuments

Show 25 sample monuments (of 753 total)

A representative sample of 25 recorded monuments drawn from the barony’s 753 total NMS entries. Sites within a recorded monument protection zone and rarer site types are prioritised so the list shows a meaningful cross-section rather than only the most common type. Each entry shows the official Sites and Monuments Record reference number and the description published by the National Monuments Service.

Historic town

SMR LE011-109—-Manorhamilton,Clooneen (Rosclogher By.)Protected

Manorhamilton was never chartered as a town, but once Sir Frederick Hamilton built the castle (LE007-079001-) a town started to grow around it. In the 1640s some mills are mentioned in connection with it, and the church…

Graveslab

SMR LE010-036003-Cartron (Drumahaire By.)medievalProtected

There are plain limestone grave-markers within the church (LE010-036001-) but there is no evidence of burial in the overgrown rectangular field (dims 38m N-S; 18m E-W) attached to the N. There is a record of a memorial…

Promontory fort – inland

SMR LE010-063—-FawnlionProtected

Situated on a plug of rock outcrop rising from a S-facing slope. Grass-covered triangular area (dims 40m NE-SW; 25m NW-SE at SW to c. 10m at NE) with naturally defensive cliffs (H 2-6m) on all sides except at NE, where…

Bastioned fort

SMR LE011-015—-ManorhamiltonProtected

Situated on the highest point of a hill within Manorhamilton, it would have been just NE of the original town. This is a square enclosure (dims 73m N-S; 73m E-W) with corner bastions (dims 17m N-S; 17m E-W) defined by a…

Tomb – effigial

SMR LE011-019004-CloonclareProtected

A sandstone image carved three quarters in the round (L 0.76m; Wth 0.3m; H 0.18m) is in the church of Cloonclare (LE011-019001-) and represents a female figure in repose. The head is missing, although the pillow on…

Barrow – ring-barrow

SMR LE011-050006-Gortgarriganbronze_ageProtected

Located at the W edge of a fairly level shelf on the valley floor of the Bonet River, with a N-S section of the stream c. 130m to the W. This is a grass-covered flat-topped mound (dims of top 6m N-S; 9.5m E-W; dims of…

Fulacht fia

SMR LE011-074—-Boihybronze_ageProtected

Marked only on the 1943 ed. of the OS 6-inch map, it is located at the bottom of a SW-facing slope on the floor of the Bonet River valley, with a small tributary of the river c. 130m to the W. This is a grass-covered,…

Water mill – unclassified

SMR LE011-118—-LeeanProtected

Situated in the valley between Leean Mountain c. 400m to the NW and Fawnarry ridge c. 400m to the SE, on the W bank of a N-S stream close to its source. This is a stone-lined sunken mill-race (dims 21.4m NNE-SSW;…

Stone row

SMR LE013-005—-Brockagh LowerProtected

Situated on level ground with the SW-NE Glenfarne river just to the NW. Two standing stones placed 3m apart form an E-W alignment (L 4.95m) (E stone: dims 0.85m x 0.25m; H 1.2m; W stone: dims 0.75m x 0.3m; H 2m). A…

Religious house – Franciscan friars

SMR LE014-004001-Creevelea (Drumahaire By.)Protected

Situated on a shoulder overlooking the Bonet River, which is c. 150m to the NE. This is an Observant Franciscan friary, known as Carraig Phádraigh – Patrick’s Rock – founded by Owen O'Rourke and his wife Margaret…

Tomb – unclassified

SMR LE014-004003-Creevelea (Drumahaire By.)Protected

The founders of the Creevelea Abbey (LE014-004001-), Eoin O'Rourke who died in 1528 and his wife Margaret who died in 1512, were buried in a magnificent tomb in the chancel (O'Connell 1937, 138), but the tomb does not…

Castle – hall-house

SMR LE014-009—-DrumahaireProtected

Situated on a high bluff overlooking a gorge of the Bonet River which is immediately to the S, and it is at the S end of Dromahaire village. This is a hall-castle, possibly of 13th-century date, which was known as…

House – 17th century

SMR LE015-128—-Belhavelpost_medievalProtected

Situated at the S end of a flat-topped ridge of grass and scrub-covered rock outcrop (dims c. 250m NE-SW; c. 35-40m NW-SE) overlooking the W end of Belhavel Lough. Traditionally, a castle was built by the Montgomery…

Children's burial ground

SMR LE016-016003-CorcormickmedievalProtected

Situated on top of a drumlin within the enclosure of Corcormick church (LE016-016001-) and just to the E of the church. An area (dims c. 5-10m E-W; c. 12m N-S) is strewn with stones, most of which are not set in the…

Prehistoric site – lithic scatter

SMR LE018-048—-Drummans LowerProtected

Located at the N end of the W shore of Lough Allen. During 1968 when water levels were low, G. F. Mitchell and P. Healy collected worked chert, including Bann flakes, struck flakes, a small core and debitage from the…

Booley hut

SMR LE011-066002-LarkfieldProtected

Located c. 20m from the W edge of the Tullyskeherny plateau, overlooking the NE-SW Bonet River valley to the W. Grass-covered area (int. dims 4.3m NW-SE; 1.7m NE-SW) defined by a low wall-footing (Wth 0.8m). Rath…

Gatehouse

SMR LE010-037005-Kilmore (Drumahaire By., Sramore Ed)Protected

Prior to the conversion of the location into a fortified manor house by Captain Robert Parke in the early 1630s, the bawn surrounding the O’Rourke tower house was entered via a gateway in the E wall. This gateway was…

Penitential station

SMR LE018-032002-Greaghnafarna (Drumahaire By., Yugan Ed)Protected

Situated at the crest of the NE-facing slope of a drumlin The pilgrims' cairn (dims 5m NE-SW; 3.3m NW-SE; H c. 0.3m) is adjacent to St Brigid's Well (LE018-032001-) which is renowned for the cure of toothache (Clancy…

Ritual site – holy tree/bush

SMR LE015-105004-KillargaProtected

Situated at the base of a S-facing slope and just SW of the enclosure of St Mary's holy well (LE015-105001-). A rag-tree, which is a mature deciduous tree, is enclosed in a small cairn (diam. 2m; max. H…

Gateway

SMR LE014-008003-DrumahaireProtected

Located on a high bluff overlooking the twisting gorge of this SE-NE section of the River Bonet, with the stream c. 100m to the S and c. 120m to the W. The fortified house (LE014-008001-) is towards the NE end of the…

Anomalous stone group

SMR LE009-012001-Laghty BarrProtected

Situated on high heather covered boggy ground with good views of Lough Macnean to the E .This is an area where the landcover is dominated by blanket bog and heath. Located immediately to the E of the possible bullaun…

Structure

SMR LE011-125—-Conray (Drumahaire By.)Protected

Situated at the inner (S) side of a lip at the outer edge of a shelf on the N-facing slope of the Leean plateau, with cliffs (H c. 25m) rising over it c. 25m to the S and a small basin just to the S. It is hidden from…

House – 18th/19th century

SMR LE008-032—-Laghty BarrProtected

This nineteenth century three-roomed single storey farmhouse, close to Kiltyclogher, was the childhood home of Sean Mac Diarmada, who was a signatory of the 1916 proclamation and was executed on 12th May, 1916. The…

Kerb circle

SMR LE010-085004-FawnlionProtected

Situated within a hillfort (LE010-085005-) on a plateau of outcropping rock with panoramic views in all directions. It is located immediately inside the S rampart on the edge of the summit of this plateau. This is a…

Ringfort – rath

SMR LE010-004—-Sramoreearly_medievalProtected

Located in an area of rock outcrop on a S-facing slope and overlooked by a cliff to the N. This is a circular area (int. diam. 32m) planted with coniferous trees in a small forest defined by an earthen bank (Wth 3.3m;…

Listed buildings

The National Inventory of Architectural Heritage (NIAH) is a state survey appraising buildings of architectural, historical, archaeological, artistic, cultural, scientific, social, or technical interest. Each surveyed structure receives a rating from International (the highest, for buildings of European importance) through National, Regional, Local, and Record-Only.

The NIAH records 74 listed buildings in Drumahaire (40th percentile across ROI baronies). All recorded buildings carry Regional or lower grading; the barony does not contain any structures appraised as being of National or International architectural importance. Construction dates concentrate most heavily in the Victorian (1830-1900) period. The most-recorded building type is house (16 examples, 22% of the listed stock).

Terrain and environment

Mean elevation across the barony is 163m — the 91st percentile among 280 ROI baronies for elevation. This means it is in the top tenth of all baronies for elevation. This is a relatively elevated landscape by ROI standards. Elevation matters for heritage because higher-altitude baronies typically favour defensive monuments — ringforts and hilltop forts placed on prominent ground — while lowland baronies are more likely to carry the dense settlement and church networks of intensive agricultural landscapes. The barony reaches 560m at its highest point — a vertical span of more than 397m within its boundary, indicating significant topographic diversity. Mean slope is 6.8° — the 91st percentile among 280 ROI baronies for slope. This means it is in the top tenth of all baronies for slope. This is consistently steep terrain by ROI standards, the kind of landscape that tends to preserve upstanding archaeological features well. Slope is a key control on both land use and archaeological preservation: steep ground resists ploughing and tends to preserve earthworks intact, while gentle slopes favour intensive cultivation that damages or destroys surface archaeology over time. The Topographic Wetness Index averages 9.6, the 9th percentile among 280 ROI baronies for wetness. This means it is in the bottom tenth of all baronies for wetness. This is well-drained ground by ROI standards — typical of upland or steeply-sloping country that sheds water rapidly. Drainage matters for heritage because poorly-drained ground preserves organic archaeology (wooden trackways, leather, textiles, and on rare occasions human remains) far better than free-draining soil; well-drained ground favours arable use but destroys organic material rapidly. The land-cover mosaic combines improved grassland (60%), woodland (34%), and open water (6%), giving a mixed agricultural and semi-natural landscape. In overall character, this is an upland landscape of steep, elevated terrain, with land use dominated by improved grassland.

Terrain measurements

Mean elevation163.2 m
Max elevation560.4 m
Mean slope6.8°
Wetness index (TWI)9.56 9th pct
Grassland59.9%
Woodland33.5% 98th pct

Where this barony sits in the Republic of Ireland

Drainage
9th
Woodland
98th

Geology and preservation

Bedrock geology shapes the landscape long before any settlement begins — controlling soil drainage, agricultural potential, the survival of upstanding monuments, and the preservation of buried archaeology. The figures below come from the Geological Survey Ireland 1:100,000 bedrock map.

The bedrock underlying Drumahaire is predominantly shale (21% of the barony by area), laid down during the Carboniferous period (93% by area, around 359 to 299 million years ago). Shale weathers to thin, acidic, frequently waterlogged soils, historically marginal for arable but suited to upland pasture and bog development. Shale-dominated baronies often carry sparse ringfort records and a higher representation of bog-preserved archaeology. A substantial secondary geology of shale and minor sandstone (18%) and limestone (14%) adds further variety to the underlying landscape. With 11 distinct rock types mapped, the barony sits in the top third of ROI baronies for geological diversity (92nd percentile) — typically a sign of complex tectonic history or coastal mosaics of differing rock units.

Dominant geological periodCarboniferous (93%)
Dominant rock typeShale (21%)
Mapped formations35
Distinct rock types11 92nd pct for diversity

Rock type composition

Shale
21%
Shale And Minor Sandstone
18%
Limestone
14%
Limestone And Shale
10%
Sandstone, Siltstone And Coal
7%

Largest mapped unit: Dergvone Shale Formation (18% of the barony)

Placename evidence

Logainm records 55 heritage-diagnostic placenames for Drumahaire, drawn from townland and civil-parish names across the barony. The dominant stratum is pre-Christian and Early Medieval defensive — ráth-, lios-, dún-, and caiseal-prefixed names that mark Iron Age and early historic settlement. The leading diagnostic roots are cill- (20 — church), lios- (14 — ringfort or enclosure), and ráth- (6 — earthen ringfort). This is above the ROI average of 30.7 heritage placenames per barony. The presence of multiple heritage strata side by side indicates layered occupation of the landscape across successive prehistoric and historic periods. Logainm records 377 placenames for Drumahaire (predominantly townland names). Of these, 55 (15%) carry one of the diagnostic Gaelic roots tracked above; the remainder draw on more generic landscape vocabulary that does not encode a heritage period.

Pre-Christian / Early Medieval Defensive

RootCountMeaning
lios-14ringfort or enclosure
ráth-6earthen ringfort
dún-3hilltop or promontory fort
caiseal-2stone ringfort

Early Christian Ecclesiastical

RootCountMeaning
cill-20church (early)
domhnach-2pre-Patrician or earliest Patrician church
cillín-1unconsecrated burial ground

Burial, Ritual, and Norse-Contact

RootCountMeaning
carn-3cairn
leacht-3grave monument
sián-1fairy mound

Other baronies in Leitrim

See all 280 baronies in the Republic of Ireland Heritage Tool.

Grounding History report mockup

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Grounding History: 10 Maps of Northern Ireland’s Past

If you’re interested in Irish heritage more widely, the companion report for Northern Ireland brings together the analysis of all 462 NI wards into one place through 10 high-quality maps — covering monument density, archaeological periods, placename heritage, terrain, wetland, and the historic landscape at first survey. Take a look.

About this profile

Click any section below to expand.

What is a barony?

A barony is a historic administrative unit in Ireland, broadly equivalent to an English hundred. The 280 baronies used here are from the OSi 2019 National Statutory Boundaries (generalised 20m), covering the 26 counties of the Republic of Ireland. Baronies derive from the Norman period, were formalised in the 17th century, and have not been redrawn for statistical purposes. They vary enormously in area, from compact urban baronies in Dublin to vast upland baronies in Connacht, and should not be compared by raw site count without accounting for area differences.

What counts as a site?

This profile combines three distinct heritage registers, each with its own definition of what constitutes a recordable site:

  • Archaeological sites (NMS). The National Monuments Service Sites and Monuments Record (SMR) catalogues every known archaeological monument or site of archaeological interest in the Republic, from prehistoric burial mounds and ringforts to medieval churches and post-medieval defensive works. Inclusion does not require legal protection — only that the site has been identified, surveyed, and assessed as having archaeological value. A separate subset of these sites lies within a recorded protection zone, which gives them statutory protection under the National Monuments Acts.
  • Listed buildings (NIAH). The National Inventory of Architectural Heritage records buildings of architectural, historical, archaeological, artistic, cultural, scientific, social, or technical interest. Each surveyed structure is appraised on a five-tier scale: International, National, Regional, Local, and Record-Only. The NIAH appraisal is informational rather than strictly statutory, but it underpins local-authority Record of Protected Structures (RPS) listings.
  • Heritage placenames (Logainm). Logainm is the authoritative database of Irish placenames maintained by the Placenames Branch. This profile applies a heritage-diagnostic classifier to the Irish-language form of each townland name, flagging roots that signal defensive sites (ráth-, lios-, dún-, caiseal-, cathair-), ecclesiastical foundations (cill-, teampall-, domhnach-, mainistir-), prehistoric burial-ritual features (tuaim-, carn-, leaba-), or Norse-contact settlement (gall-). Townlands without one of these diagnostic roots are not flagged here — they may still carry historical significance, but that significance is not encoded in the name itself.
Editorial principles

The narrative sections of this profile follow several explicit principles:

  • Evidential. Every claim about this barony’s heritage character is anchored in the underlying register data. Where a site count, a placename count, or a percentile rank is cited, it is computed from the source datasets at export time, not estimated.
  • Comparative. Counts and metrics are reported alongside their percentile rank against the other 279 ROI baronies. A barony with 50 ringforts in absolute terms could be unusually high or unusually low depending on its size and regional context; percentile ranking removes that ambiguity.
  • Transparent on limits. Where a register has known coverage gaps, survey biases, or data-quality issues that affect this barony’s figures, the profile flags them rather than presenting the numbers as definitive.
  • No interpretation beyond what the data supports. The narrative does not speculate about historical events, social dynamics, or cultural meaning beyond what the recorded heritage and placename evidence directly attests.
Data caveats and limits
  • NMS Sites and Monuments Record is the product of survey campaigns conducted at different intensities across different counties and decades. Some baronies have been surveyed more thoroughly than others, and absolute counts should be read in that light. Sites destroyed by development before survey are typically not represented; sites in heavily forested or upland terrain are sometimes under-recorded.
  • NIAH coverage is broadly complete for the Republic of Ireland but the survey was conducted on a rolling county-by-county basis, and the most recent appraisal date varies. Buildings demolished or substantially altered after their original survey may still appear in the register; conversely, recent buildings of merit may not yet have been appraised.
  • Logainm classification applies a deliberately conservative pattern-matching approach to the Irish-language townland forms. The classifier prioritises true positives over recall: a townland may carry a heritage signal that the classifier doesn’t recognise, particularly where the diagnostic root has been heavily anglicised or where the townland name draws on a less common term. The 60,000+ townland records and ~9,800 classified placenames give a substantial signal at barony scale, but individual townland names should be checked against Logainm directly for definitive interpretation.
  • Period attribution. The chronological distribution reflects only those NMS sites that carry a recognised period attribution in the source data. Sites listed as “Unknown” period are excluded from the dated subset.
  • Boundary changes. Some baronies have undergone minor boundary adjustments since their 19th-century definition; the OSi 2019 generalised boundaries used here are the current statutory definition and may differ slightly from historical maps in border areas.
  • Bedrock geology is mapped at 1:100,000 scale, which means local variation within a barony — small pockets of different rock type, mineral veins, alluvium overlying bedrock — is generalised. The dominant-system and rocktype figures are area-weighted, so a barony reading “70% Carboniferous limestone” may still contain small but archaeologically important pockets of older or younger rock. Around 3% of GSI polygons do not match the lexicon and contribute no rocktype or system attribution.
Data sources
  • National Monuments Service — Sites and Monuments Record (SMR)
    Contributes archaeological site records, classifications, periods, and recorded protection-zone status.
    © Department of Housing, Local Government and Heritage · Licence: Open data, Creative Commons Attribution 4.0 (CC BY 4.0)
    https://data.gov.ie/dataset/national-monuments-service-archaeological-survey-of-ireland
  • National Inventory of Architectural Heritage (NIAH)
    Contributes listed-building records and architectural-significance grades.
    © Department of Housing, Local Government and Heritage · Licence: Open data, Creative Commons Attribution 4.0 (CC BY 4.0)
    https://data.gov.ie/dataset/national-inventory-of-architectural-heritage-niah-national-dataset
  • Logainm — Placenames Database of Ireland
    Contributes Irish-language and English townland names, civil parish associations, and barony assignments for the heritage-placename classifier.
    © Government of Ireland, Placenames Branch · Licence: Creative Commons Attribution-NoDerivs 3.0 Ireland (CC BY-ND 3.0 IE)
    https://www.logainm.ie/
  • Ordnance Survey Ireland — National Statutory Barony Boundaries 2019
    Contributes the canonical 280 barony boundaries (generalised 20m).
    © Ordnance Survey Ireland / Government of Ireland · Licence: Open data, Creative Commons Attribution 4.0 (CC BY 4.0)
    https://data-osi.opendata.arcgis.com/
  • EURODEM — European Digital Elevation Model
    Contributes elevation, slope, and topographic-wetness statistics, plus the hillshade rendering on each barony’s topographic map.
    © Maps for Europe · Licence: Open data
    https://www.mapsforeurope.org/datasets/euro-dem
  • ESA WorldCover
    Contributes land-cover classifications for grassland, woodland, cropland, wetland, urban, and water statistics.
    © European Space Agency · Licence: Creative Commons Attribution 4.0 (CC BY 4.0)
    https://esa-worldcover.org/en
  • Geological Survey Ireland — 1:100,000 Bedrock Geology
    Contributes bedrock geological data: dominant geological system (Carboniferous, Devonian, etc.), rock-type composition, and formation-level mapping, with the GSI Bedrock Lexicon providing descriptive attributes.
    © Geological Survey Ireland · Licence: Open data, Creative Commons Attribution 4.0 (CC BY 4.0)
    https://www.gsi.ie/en-ie/data-and-maps/Pages/Bedrock.aspx

Explore more: Search any of the 280 ROI baronies, browse by historical province, or read the methodology and data sources for the full Republic of Ireland Heritage Tool.

Spotted an error? This dataset is updated continuously. Email contact@danielkirkpatrick.co.uk with corrections, missing records, or suggestions for improvement.