Geohashing expedition 2023-03-10 51 -1

This checkin to geohash 2023-03-10 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

North Leigh Common, West Oxfordshire.

Participants

Plans

My evening just freed up, so – weather-permitting – I might brave the sleet and cold and cycle out to this hashpoint this evening.

Expedition

Our dog had surgery at the start of the week and has now recovered enough to want a short walk, so I changed my plan to cycle for one to drive (with the dog) out to somewhere near the hashpoint and take her for a walk to and around it. Amazingly, I might have been faster to cycle: a crash on the A40 had lead to lots of traffic being re-routed along the exact same back roads that was to be my most-direct route, and on the local rat run through South Leigh I got trapped behind a line of folks who weren’t familiar with this particular unlit and twisty road and took the entire derestricted section at an average of 25mph. Ah well.

Out of laziness, I didn’t bring my GPSr or make a tracklog; I just used the Geohashdroid app and took a screenshot when I got there. South Leigh Common is pleasant, but it was dark, and my photos are all a little bit hard to make out! But the stars were beautiful tonight, and the dog loved one of her first outings since her surgery and enjoying running around in the long wet grass and sticking her head into rabbit holes. At 19:00 precisely I got within about a metre and a half of the hashpoint – well within the circle of uncertainty – and turned to head home.

I also took the time while there to update OpenStreetMap by drawing in the boundaries of the common, replacing the nondescript “point” that had marked it before.

Photos

Geohashing expedition 2023-01-02 51 -1

This checkin to geohash 2023-01-02 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Muswell Hill, Piddington, Oxfordshire

Participants

Expedition

I bundled the dog into the car and drove out to Piddington, a couple of kilometres North of the hashpoint. Cherwell Council advertise a circular walk that seems to circle from the village (which looked like a good place to park) up to Muswell Hill, the summit of which is near the hashpoint.

She and I walked through Piddington, past the church, and up onto the path. A soggy kilometre or so later we quickly discovered that this was going to be more-challenging than I’d anticipated. We quickly got bogged down in a flooded field and needed to double-back. With my socks already soaking wet and the dog in a similar condition, we found a different route that looped around the entire hill and through an alpaca farm (or were they llamas?), then we worked our way up the South face of the hill, over the summit, and down to the hashpoint. We got there at 11:00 UTC, took a quick look around and pulled the closest thing a dog can manage to a silly grin, and then hacked our way back (by road) to Piddington for the drive home and some dry clothes.

Tracklog

Entire expedition

Walking part only

Photo

Dan - a man with a beard, wearing a grey fleece with a white poppy attached - crouches alongside his French Bulldog in a green field under a blue sky with a few wispy clouds.
Multi-species silly grin.

Video

Also available on YouTube.

Geohashing expedition 2022-12-05 51 -1

This checkin to geohash 2022-12-05 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Bridleway behind Cokethorpe School, West Oxfordshire, UK.

Participants

Expedition

When I saw this hashpoint appear I thought to myself: that’s eminently achievable! I hoped I might be able to slip away from work for a lunchtime cycle to claim it.

But the gods of technology didn’t approve of my plan and turned my workday into a catastrophe of the kind that only a computer can, and the chance of taking a long lunch evaporated quickly. But fortune dealt me a second hand when the weather held off into the evening, and I instead opted for a post-dinner huckle in the dark out to this hashpoint.

I set out around 18:30, South through Stanton Harcourt then North up the adorably-named Ducklington Road. It took some time to sight the somewhat-concealed bridleway around the hill of Cokethorpe School. And then, another challenge – navigating by OpenStreetMap I missed my turning and went straight through a farmyard, and had to carry my bike over a fence at the other end. Turns out the map is wrong and I later found a sign indicating the true course of the bridleway; I’ll get that corrected.

I abandoned my bike for the final 50 metres, trekking through the thick grass of an unmown meadow to the hashpoint and arriving around 19:00. No panoramic photo today it’s too dark – but you get a silly grin.

Pleased with this fast expedition, I diverted on my route home to the Harcourt Arms pub for a pint of their surprisingly-delicious seasonal guest ale, Fairytale of Brew York, which genuinely tastes like stollen. There, I wrote up this expedition report, but I’ll have to get home before I can extract my GPSr‘s tracklog.

Tracklog

Map showing a journey from Sutton, near Stanton Harcourt, along the B4449 then up the A415 past Cokethorpe School, then along a bridleway and into a field (where a chequered flag icon appears), then back to the centre of Stanton Harcourt (where a beer icon appears) before returning to the start point in Sutton.

Download tracklog

Photos

Geohashing expedition 2022-12-02 51 -1

This checkin to geohash 2022-12-02 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Just off the driveway to Appleton Cricket Club, South-West of Appleton.

Participants

Plans

I don’t know if I’ll be able to make it to this one, but if I can I’ll cycle over there on my lunch break or right after work.

Expedition

The dog was making an attention-seeking nuisance of herself while I was trying to work today, so I wrapped up all the critical things I needed to do so I could take her our for a walk this afternoon to try to wear her out. I’m moderately familiar with Appleton – I have a regular cycle circuit that comes right through it! – but I’ve never been out to the cricket club and sports field, so I pointed the hashing hound in the right direction and let her lead the way.

At first it looked like this was going to be a successful expedition: the needle on my GPSr pointed almost directly ahead as I walked up the lane towards Appleton Sports Field. But as I got closer, I realised to my disappointment that the hashpoint was going to be about 25 metres into the adjacant field, guarded by a trio of bullocks. At 15:00 I declared the expedition a failure. The doggo and I completed an exploration of the lane and had a look around the sports field, spotted a pair of muntjack deer ambling around, and then headed back home.

I’ll be back in Appleton later today to buy a Christmas tree, so I’ll wave at the cattle as I go past, again.

Tracklog

My GPSr kept a tracklog; note that this was an “on the way” stopoff so the start and end point isn’t the same!

Map showing a line heading into Appleton from the South-West, diverting up the lane towards the Sports Field, and then turning back and leaving by the same route. A cross marks the hashpoint, in a field just off to the side of the route.

Photos

Geohashing expedition 2022-10-24 51 -1

This checkin to geohash 2022-10-24 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Wharf Stream Way, Eynsham. I’ve visited this circular footpath many times to walk the dog or to take the children to swim in the river.

Participants

Plans

I hope to cycle/walk to the GZ about lunchtime? I’ve an opportunity to pass nearby the GZ between other errands this morning!

Expedition

I was excited to see this spot pop up on my radar, because it’s a lovely meadow that I’ve ocassionally walked my dog in, within comfortable cycling distance of my house. As it happened, I had an even easier route here because a drive this morning to drop the kids off at a half-term activity took me “close enough” to be worth stopping and walking from there.

I parked at The Talbot Inn, just West of the Swinford Toll Bridge (a bizzare old bridge that, for weird historical reasons, continues to use human operators to charge 5 pence per car to cross, which surely cannot be cost-effective!). From here, there’s a footpath along the back of the Seimens buildings in the nearby light industrial estate which eventually comes out into the Wharf Stream Way circular walk. It was pretty damp out here today and I quickly regretted my choice of light trousers which would have been fine to drive the kids to their camp and back but wasn’t really a good choice for stomping across the long grass of a damp meadow. Some way across I disturbed some grazing deer, but ultimatey it was following a deer-trodden trail that eventually provided the best route to the GZ.

I reached the GZ at 09:19, took a selfie, and then turned around to go and get to work. I also shot a video covering the whole expedition which is presented, unedited, below.

Tracklog

My GPSr kept a tracklog; note that this was an “on the way” stopoff so the start and end point isn’t the same!

Map showing a journey from Witney to Stanton Harcourt via Wharf Stream Way meadow, East of Eynsham.

Photos

Dan makes a silly grin while holding a GPS receiver in a damp grassy autumn meadow, on a grey and drizzly day.

Video

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Geohashing expedition 2022-02-20 52 -1

This checkin to geohash 2022-02-20 52 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Outside a warehouse full of sheet aluminium, Kitts Green Road, Birmingham.

Participants

Plans

I’m hoping to find the 2022-02-19 52 -2 hashpoint one day earlier and one graticule over, and I think I can stretch the range on the electric car enough to be able to return home via this hashpoint too.

Update: managed to change the car after finding the 2022-02-19 52 -2 point, so I can make this. Probably be there about midday, weather-permitting.

Expedition

Following my successful expedition to 2022-02-19 52 -2 (which completed level 6 of my minesweeper grid) I stayed overnight in a delightful converted hayloft near the hashpoint before pressing on the following morning to this hashpoint (via a whole series of delightful geocaches in and around the village of Blakedown).

I didn’t expect much of this hashpoint, but I wanted the excuse to recharge the car before going for another leg of my journey – either a trip up to visit a friend in Lichfield or else a hashing expedition one graticule further East where today’s hashpoint seemed to be in a graveyard! But more on that later.

I parked at the Morrisons car park at (52.757778, -1.752222) at 14:48 and hooked up to the charger there (once I eventually found it). I had some difficulty making it work, but it seemed to get started eventually. Then I began my walk to the hashpoint. This was far from the picturesque walk of yesterday, taking me through a series of housing estates that were nondescript at best, unpleasantly scuzzy at worst. Shooting video as I walked, I was at one point loudly mocked by a group of young men passing in an artificially-loud car, but it was an activity that soon had to end anyway as the rain began to pour down. At around 15:11 my GPSr ran out of battery power (I’d failed to find its charging cable the night before) and there’s a clear gap in my tracklog: fortunately I was also equipped with not one but two backup devices (my phone, of course, and my watch), so I was able to continue heading in the right direction, and when I found a convenience store near (52.739167, -1.998333) I bought some AA batteries (my GPSr can have its rechargeable battery removed and 3 × AA batteries put in its place to allow it to continue) and pressed on to the hashpoint.

As anticipated, the hashpoint was on a road dividing a light industrial park from a housing estate, right outside a plant specialising in bending plate aluminium; I reached it at 15:23:48. I walked back the same route as the rain began to fall more and more heavily: by the time I reached the car it had become torrential. The dubious charging point I’d used had taken £16 from my bank card but provided only enough charge to take the car from 66% to 67% battery, which – combined with the rapidly-worsening weather – made me rethink my plans to visit Lichfield or explore further East and I instead used my remaining distance to take a long (slow, wet, diversion-filled) drive home. Ugh.

Tracklog

My GPSr kept a tracklog of my entire two-day expedition:

Download tracklog.

Photos

I shot video of most of this expedition but don’t have time to edit it, so here are stills from the video instead:

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Geohashing expedition 2022-02-19 52 -2

This checkin to geohash 2022-02-19 52 -2 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Just off footpath near Kinnersley, Herefordshire.

Participants

Plans

I’ve a rare opportunity today to expand my Minesweeper grid by reaching a hashpoint in 52 -2. Also, to engage in my established tradition of “getting outside and exploring” on 19 February (in memory of my father, the most “get outside and explore” person I ever knew, who died ten years ago today while, you guessed it, getting outside and exploring).

I’ve booked some accommodation nearby with a view to seeing some of the Wye valley while I’m here.

Expedition

It’s become traditional that I mark the anniversary of my father’s death with an outdoors adventure: he was a huge fan of getting outside and exploring the world (and, indeed, died during a training exercise for a planned expedition to the North Pole). Sometimes (e.g. 2014-02-19 51 -0, 2021-02-19 51 -1) this coincides with a geohashing expedition; today was one of those days.

I’d originally hoped to spend a long weekend on this, the tenth anniversary of his death, trying to clear two or three of my three unfinished corners of the minesweeper grid centred on my home graticule. This would have involved a possible quick day trip to this graticule followed by a camping expedition along the South coast to try to pick up the remaining two. However, it was clearly not to be: for a start, all of the weekend’s hashpoints on the South coast graticules turned out to be at sea! But even if that weren’t the case, I was hardly likely to go camping on the coast during the “red warning” of Storm Eunice! So I revised my plans and changed my expedition to find this hashpoint (still gaining one more part of my grid), then stay over in the graticule before possibly heading East for one or two more over the coming day(s).

I drove up to the village of Kinnersley and parked at (52.253611, -3.0975) in the car park of the Church of St James. From there, I walked up the footpath to the North, through three fields, until I reached the edge of the orchards near which I’d surveyed the hashpoint to be. The fields were incredibly muddy following the recent heavy rain. It soon became apparent that the hashpoint was on the near-side of the hedgerow and thankfully not in the orchard itself, so I walked along the edge of the hedge until I reached it at 15:45:07.

Returning to my car, I drove on to my accommodation, took a walk around the village, then pressed on in the morning to the 2022-02-20 52 -1 hashpoint!

Tracklog

My GPSr kept a tracklog of my entire two-day expedition:

Download tracklog.

Photos

I shot video of most of this expedition but don’t have time to edit it, so here are stills from the video instead:

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Geohashing expedition 2022-02-08 51 -1

This checkin to geohash 2022-02-08 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Edge of a field, Kingston Bagpuize.

(Bagpuize is pronounced /ˈbæɡpjuːz/, by the way: bag-pyooz.)

Participants

Plans

This looks eminently achievable: it’s about half an hour’s cycle from my house: in fact one of my favourite evening cycle routes normally takes me to the nearby junction of the A415 and Appleton Road before I go the other direction along it, up the hill to Appleton then on to Cumnor. I’ve never been this way down Appleton Road.

At a glance, it looks like the hashpoint is alongside the road, over a dyke. Street level photography makes it look like it’ll be possible to jump over, and the hashpoint is probably on the “public highway” side of the tree line rather than in the field itself.

The challenge will be timing. My Tuesdays are hectic as I juggle work in the mornings and evenings with childcare in the afternoons. If I can get far enough ahead of my work (e.g. starting early on Tuesday) I can probably justify the cycle as part of my lunch break. Alternatively, I could come down for a spot of night-hashing after the children are in bed. It’s hard to commit to which time is best, but as I’m likely to be the only hasher there I don’t think I need to refine my plans any more than that at this point!

Expedition

Made a quick run out here by car, as I was travelling nearby on an errand anyway. Had to be a flying visit because my partner needed the car after me!

Was able to pull into a layby within 60 metres of the hashpoint. It was at the edge of the field, just on the other side of the hedge, but a gap in the hedge allowed me to pop through for a quick selfie.

Tracklog

Tracklog showing Dan's journey from Stanton Harcourt to a field North of Kingston Bagpuize.

(only outbound leg shown, as after this I went elsewhere before circling back home)

Download tracklog.

Photos

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Geohashing expedition 2022-02-01 51 -1

This checkin to geohash 2022-02-01 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Aurora Solar Power Plant, Eynsham, Oxfordshire.

Hashpoint looks like it’s close to the banks of Chill Brook, in the grounds of Twelve Acre Farm. There’s been a lot of changes to the land around here recently owing to the ongoing construction of a new solar power plant on this land.

Based on planning documents I saw when visiting a presentation about the proposed construction at South Leigh Village Hall last year, I believe the hashpoint is probably outside the new security fence that’s proposed. I’ve marked the anticipated location of the hashpoint on the diagram below:

Site map of the Aurora Solar Farm with a red cross marking a presumed hashpoint just to the West of one of its panelled sections.

Participants

Plans

Work-permitting, I plan to cycle out to the trailhead at 51.7774, -1.41957, lock my bike to the “public footpath” sign, cross the footbridge to the East, and trek out to see if the hashpoint itself is accessible. Not sure when I’ll find time, though: it’s a busy week for both work and home life!

Expedition

I was really sceptical that I’d be able to make it to this hashpoint: with so much construction going on near the GZ and the fact that it seems pretty ambiguous whether the hashpoint would be inside or outside the fence. With no reliable maps yet existing of the area covered by this new power plant (the best I could find were planning documents, which did not have accurate grid references but instead used field boundaries as markers), I knew from the outset that it could go either way.

After dropping the kids at school I cycled past my house and on, through South Leigh and up to the start of the footpath that runs closest to the new construction. I locked up my bike and continued on foot, at least slightly awed by the scale of construction ahead of me: this new solar power plant feels pretty massive! Diverting along the edge of the new fence that’s been erected to mark the boundary of the Northernmost part of the site, I was delighted to discover that the hashpoint was very-definitely outside the site itself: fantastic! I reached the GZ at 09:20, then turned around to head back home to work.

I shot the whole expedition on video, which I’ve condensed to a 3 minute 19 second video you can watch below. Apologies for the wind noise.

Tracklog

Map showing a journey from Stanton Harcourt to South Leigh, on to a field, then back to Sutton

Download tracklog.

Video

Also available on YouTube (in 4K).

Photos

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Geohashing expedition 2021-12-22 51 -2

This checkin to geohash 2021-12-22 51 -2 reflects a geohashing expedition. See more of Dan's hash logs.

Location

East side of Syde; side of a Syde Farm field.

Participants

Plans

I’m going to be going half way here anyway on an errand. Might as well enjoy a morning hike and expand my Minesweeper grid, if I can.

Expedition

Given that I was driving half way from home to this hashpoint to run an errand anyway, I figured I might as well push the battery on the EV a little further. Coming over the graticule line would, if successful, expand my Minesweeper score, and as it’s such a beautiful frosty morning it seemed like great conditions for a bit of an explore.

I’d hoped to drive most of the way to the hashpoint and only walk a short distance, but I soon discovered that the nearest road is signposted as being for access to Syde Farm only (and is narrow enough that passing a vehicle coming the other way would be extremely awkward), so I parked up near geocache GC1WXE1 and hiked along a frozen bridleway to get closer to the hashpoint.

Reached the hashpoint around 10:15, turned around, and headed back, nabbing the geocache on the way. By the time I reached the car my hands were freezing and it was only as I returned my GPSr to my coat pocket that I remembered that I’d been carrying my gloves all along.

Tracklog

Entire journey

Map showing route from Bourton-on-the-Water to Stanton Harcourt via the 2021-12-22 51 -2 hashpoint.
Download.

Walking part (after I remembered to start tracking it)

Map showing walking route around the 2021-12-22 51 -2 hashpoint.
Download.

Photos

Geohashing expedition 2021-08-29 54 -2

This checkin to geohash 2020-08-29 54 -2 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Towpath alongside the Lancaster Canal

Participants

  • Dan Q & Robin (dragalong)

Plans

I (Dan Q) am driving my partner’s brother Robin from near Oxford to near Penrith on this day, so I expect to pass close by this geohashpoint on the M6 twice; at around 13:00 going North then about 15:00 going South. It looks like there’s on-street parking on nearby Ashford Avenue (N 54° 1.71′, W 2° 48.370′), so I’m thinking we can pull over there, walk to Deep Cutting Bridge, follow a path about 700m Northwest down into the canal cutting, then follow the canal back Southeast to the hashpoint. Robin’s never been geohashing before, so we’ll see what he makes of it.

The biggest risks to this plan are likely to be (a) if we run late setting off, hit traffic, or are otherwise delayed then we may have to cancel our plans in order to stay on-schedule, and (b) based on local photos it looks like the towpath floods and/or gets incredibly boggy in wet weather!

Expedition

This all went pretty-much to plan. We parked on Ashford Avenue and walked to the bridge, then onto the long path down. We soon got bored of this trail and took a short-cut down the cutting slope, then proceeded back under the bridge while Robin told me about how he rowed along this stretch of canal during his recent Lands End to John O’Groats journey.

On the other side of the bridge we discovered that the hashpoint was about 25 metres up a steep bank covered with thorny plants. Not wanting to be defeated at this point, Robin boosted me up onto the bank and I scrambled painfully through the brambles to reach the hashpoint, which coincided with a tree overlooking the cutting.

Returning to the car we stopped by geocache GC6WMEW, from whose GZ one can just about see the tree that marks the hashpoint. We added a “The Internet Was Here” sign to the gate at the path down to the towpath and continued our long journey North-and-back-again.

Tracklog

My GPSr keeps a tracklog:

Tracklog map showing a journey from Oxfordshire to Cumbria via a hashpoint in Lancaster, then on to Preston.

Photos & Video

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Geohashing expedition 2021-08-19 51 -1

This checkin to geohash 2020-08-19 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Field alongside Cote Ditch, West Oxfordshire.

Participants

Plans

If I get out early, before I start work, I (Dan Q) might be able to make it to the hashpoint by bike before about 9am. Most of the fields round here have already been harvested and so nobody’s likely to object if I step into this one for a couple of minutes (it looks like there’s a promising looking gate at N 51°43.2′, W 1°29.722′).

Expedition

I was out and about anwyay, dropping my kids off at rehearsals for a play they’re in later this week, so I figured it’d do no harm to swing by Cote – the settlement nearest the hashpoint – this morning. Cote turns out to be a delightful and quaint little hamlet, and when I passed through everybody and their dog seemed to be out on a morning constitutional and I got a few odd looks from the locals who are, on account of their hamlet’s location, probably unused to “through” traffic and so may well have been wondering who exactly I was visiting!

Round here most of the farms grow wheat, and it’s harvest season. I had to pull aside on one of the narrow roads that criss-cross this part of Oxfordshire to allow a combine harvester – fully the width of the entire road! – to pass in the opposite direction. It was followed closely by a line of impatient drivers crawling along behind the enormous mechanical beast, and I was glad to be going the other way! When I first saw that the hashpoint appeared to be in a field I was optimistic that it might be one that had been recently harvested, like all the ones near my house, or else left fallow, and I’d be able to get close to the hashpoint without causing any disruption.

Unfortunately, the field with the hashpoint was very-much still growing, full of corn for harvesting later in the season, so my expedition ended abruptly at the gate. I took a sad-face photo and attached a “The Internet Was Here” sign to the gate, for good measure (and perhaps as an explanation to the locals who looked at me curiously as I passed!), then continued my journey home.

Tracklog

My GPSr keeps a tracklog:

Tracklog showing expedition 2021-08-19 51 -1

Photos

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Geohashing expedition 2021-06-26 51 -1

This checkin to geohash 2021-06-26 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Woodland on Bladon Heath

Participants

Plans

Thought I’d get up early and cycle up to the hashpoint and back this morning.

Expedition

Unfortunately I forgot to bring a bike lock, and so when I reached the cycle-inaccessible path across the heath and couldn’t find somewhere to safely leave my bike, I had to give up. Still a nice ride, though.

Tracklog

My GPSr kept a tracklog of the 25km round trip:

Retrohashing expedition 2012 02 19 51 -1

This checkin to geohash 2012-02-19 51 -1 reflects a geohashing expedition. See more of Dan's hash logs.

Location

Field behind Hill Barn, near the Gom’s Hole public footpath, in the valley beneath the hamlet of Clapton-on-the-Hill. About 4km outside the village of Bourton-on-the-Water, Gloucestershire.

(Retro) Participants

  • Dan Q (as a retrohash on the same date but 19 years later, on 2021-02-19)

(Retro) Plans

On the second anniversary of the death of my father, a man who loved to get out into the world and get lost, I undertook my first geohashing expedition. As this seemed to be a good way to remember him I decided to repeat the experience on this, the ninth anniversary of his death, but the actual hashpoints for the day didn’t look interesting… so I opted to make my way to what would have been my nearest hashpoint on the day he died.

(Retro) Expedition

The weather looked horrible and the COVID lockdown (and working from home in general in recent years) has put me out of practice at cycling, so I thought a 40-50 mile round trip through the rolling hills of the Cotswolds was just the thing. This may have been a mistake, as my aching legs were able to testify for several days.

Cycling through Witney, over the hills behind Burford, and then across the Windrush valley and into Gloucestershire was a long, arduous, and damp journey, but what really got me was the wind picking up in the afternoon and giving me a headwind to fight against all the way back home.

Near the hashpoint I was able to lock my bike up at the junction between Sherbourne Street and Bourton Hill – a place shown on my map as “Gom’s Hole” which sounds exactly like what a D&D dungeon master would have a goblin would name his bar. From there I followed the footpath towards Farringdon. As the hashpoint drew closer I began to suspect that it would be unreachable: tall walls, fences, and hedges stood on both sides of the (flooded) footpath, but at the last minute they gave way to wide meadows. I turned off the path and crossed a dyke to the hashpoint, where I had a great view of hares and deer in the valley below. Minutes later, the owner of Hill Barn came over with her dog and asked what I was doing around the back of her land and why I was taking pictures, so I explained that I’d strayed from the footpath (true) because my GPS had told me too (technically true) but I was heading back down to what I could see was the path, now (true, if misleading).

She continued to watch me all the way back to my bike, so I changed my plans (which had been to eat a sandwich lunch and drink a pint of Guinness: my dad’s beer of choice) near the hashpoint and instead I cycled away to a nearby layby to have my lunch.

After a 48.3 mile round trip I got back home aching and exhausted, but pleased to have made it to this damp hashpoint.

(Retro) Tracklog

GPX tracklog: Track 2021-02-19 RETROHASH 2012.gpx

(Retro) Photos

Accidental Geohashing

Over the last six years I’ve been on a handful of geohashing expeditions, setting out to functionally-random GPS coordinates to see if I can get there, and documenting what I find when I do. The comic that inspired the sport was already six years old by the time I embarked on my first outing, and I’m far from the most-active member of the ‘hasher community, but I’ve a certain closeness to them as a result of my work to resurrect and host the “official” website. Either way: I love the sport.

Dan, Ruth, and baby Annabel at geohashpoint 2014-04-21 51 -1
I even managed to drag-along Ruth and Annabel to a hashpoint (2014-04-21 51 -1) once.

But even when I’ve not been ‘hashing, it occurs to me that I’ve been tracking my location a lot. Three mechanisms in particular dominate:

  • Google’s somewhat-invasive monitoring of my phones’ locations (which can be exported via Google Takeout)
  • My personal GPSr logs (I carry the device moderately often, and it provides excellent precision)
  • The personal μlogger server I’ve been running for the last few years (it’s like Google’s system, but – y’know – self-hosted, tweakable, and less-creepy)

If I could mine all of that data, I might be able to answer the question… have I ever have accidentally visited a geohashpoint?

Let’s find out.

KML from Google is coverted into GPX where it joins GPX from my GPSr and real-time position data from uLogger in a MySQL database. This is queried against historic hashpoints to produce a list of candidate accidental hashpoints.
There’s a lot to my process, but it’s technically quite simple.

Data mining my own movements

To begin with, I needed to get all of my data into μLogger. The Android app syncs to it automatically and uploading from my GPSr was simple. The data from Google Takeout was a little harder.

I found a setting in Google Takeout to export past location data in KML, rather than JSON, format. KML is understood by GPSBabel which can convert it into GPX. I can “cut up” the resulting GPX file using a little grep-fu (relevant xkcd?) to get month-long files and import them into μLogger. Easy!

Requesting KML rather than JSON from Google Takeout
It’s slightly hidden, but Google Takeout choose your geoposition output format (from a limited selection).

Well.. μLogger’s web interface sometimes times-out if you upload enormous files like a whole month of Google Takeout logs. So instead I wrote a Nokogiri script to convert the GPX into SQL to inject directly into μLogger’s database.

Next, I got a set of hashpoint offsets. I only had personal positional data going back to around 2010, so I didn’t need to accommodate for the pre-2008 absence of the 30W time zone rule. I’ve had only one trip to the Southern hemisphere in that period, and I checked that manually. A little rounding and grouping in SQL gave me each graticule I’d been in on every date. Unsurprisingly, I spend most of my time in the 51 -1 graticule. Adding (or subtracting, for the Western hemisphere) the offset provided the coordinates for each graticule that I visited for the date that I was in that graticule. Nice.

SQL retreiving hashpoints for every graticule I've been to in the last 10 years, grouped by date.
Preloading the offsets into a temporary table made light work of listing all the hashpoints in all the graticules I’d visited, by date. Note that some dates (e.g. 2011-08-04, above) saw me visit multiple graticules.

The correct way to find the proximity of my positions to each geohashpoint is, of course, to use WGS84. That’s an easy thing to do if you’re using a database that supports it. My database… doesn’t. So I just used Pythagoras’ theorem to find positions I’d visited that were within 0.15° of a that day’s hashpoint.

Using Pythagoras for geopositional geometry is, of course, wrong. Why? Because the physical length of a “degree” varies dependent on latitude, and – more importantly – a degree of latitude is not the same distance as a degree of longitude. The ratio varies by latitude: only an idealised equatorial graticule would be square!

But for this case, I don’t care: the data’s going to be fuzzy and require some interpretation anyway. Not least because Google’s positioning has the tendency to, for example, spot a passing train’s WiFi and assume I’ve briefly teleported to Euston Station, which is apparently where Google thinks that hotspot “lives”.

GIF animation comparing routes recorded by Google My Location with those recorded by my GPSr: they're almost identical
I overlaid randomly-selected Google My Location and GPSr routes to ensure that they coincided, as an accuracy-test. It’s interesting to note that my GPSr points cluster when I was moving slower, suggesting it polls on a timer. Conversely Google’s points cluster when I was using data (can you see the bit where I used a chat app), suggesting that Google Location Services ramps up the accuracy and poll frequency when you’re actively using your device.

I assumed that my algorithm would detect all of my actual geohash finds, and yes: all of these appeared as-expected in my results. This was a good confirmation that my approach worked.

And, crucially: about a dozen additional candidate points showed up in my search. Most of these – listed at the end of this post – were 50m+ away from the hashpoint and involved me driving or cycling past on a nearby road… but one hashpoint stuck out.

Hashing by accident

Annabel riding on Tom's shoulders in Edinburgh.
We all had our roles to play in our trip to Edinburgh. Tom… was our pack mule.

In August 2015 we took a trip up to Edinburgh to see a play of Ruth‘s brother Robin‘s. I don’t remember much about the play because I was on keeping-the-toddler-entertained duty and so had to excuse myself pretty early on. After the play we drove South, dropping Tom off at Lanark station.

We exited Lanark via the Hyndford Bridge… which is – according to the map – tantalisingly-close to the 2015-08-22 55 -3 hashpoint: only about 23 metres away!

The 2015-08-22 55 -3
Google puts the centre of the road I drove down only 23m from the 2015-08-22 55 -3 hashpoint (of course, I was actually driving on the near side of the road and may have been closer still).

That doesn’t feel quite close enough to justify retroactively claiming the geohash, tempting though it would be to use it as a vehicle to my easy geohash ribbon. Google doesn’t provide error bars for their exported location data so I can’t draw a circle of uncertainty, but it seems unlikely that I passed through this very close hashpoint.

Pity. But a fun exercise. This was the nearest of my near misses, but plenty more turned up in my search, too:

  1. 2013-09-28 54 -2 (9,000m)
    Near a campsite on the River Eden. I drove past on the M6 with Ruth on the way to Loch Lomond for a mini-break to celebrate our sixth anniversary. I was never more than 9,000 metres from the hashpoint, but Google clearly had a moment when it couldn’t get good satellite signal and tries to trilaterate my position from cell masts and coincidentally guessed, for a few seconds, that I was much closer. There are a few such erroneous points in my data but they’re pretty obvious and easy to spot, so my manual filtering process caught them.
  2. 2019-09-13 52 -0 (719m)
    A600, near Cardington Airstrip, south of Bedford. I drove past on the A421 on my way to Three Rings‘ “GDPR Camp”, which was more fun than it sounds, I promise.
  3. 2014-03-29 53 -1 (630m)
    Spen Farm, near Bramham Interchange on the A1(M). I drove past while heading to the Nightline Association Conference to talk about Three Rings. Curiously, I came much closer to the hashpoint the previous week when I drove a neighbouring road on my way to York for my friend Matt’s wedding.
  4. 2020-05-06 51 -1 (346m)
    Inside Kidlington Police Station! Short of getting arrested, I can’t imagine how I’d easily have gotten to this one, but it’s moot anyway because I didn’t try! I’d taken the day off work to help with child-wrangling (as our normal childcare provisions had been scrambled by COVID-19), and at some point during the day we took a walk and came somewhat near to the hashpoint.
  5. 2016-02-05 51 -1 (340m)
    Garden of a house on The Moors, Kidlington. I drove past (twice) on my way to and from the kids’ old nursery. Bonus fact: the house directly opposite the one whose garden contained the hashpoint is a house that I looked at buying (and visited), once, but didn’t think it was worth the asking price.
  6. 2017-08-30 51 -1 (318m)
    St. Frieswide Farm, between Oxford and Kidlington. I cycled past on Banbury Road twice – once on my way to and once on my way from work.
  7. 2015-01-25 51 -1 (314m)
    Templar Road, Cutteslowe, Oxford. I’ve cycled and driven along this road many times, but on the day in question the closest I came was cycling past on nearby Banbury Road while on the way to work.
  8. 2018-01-28 51 -1 (198m)
    Stratfield Brake, Kidlington. I took our youngest by bike trailer this morning to his Monkey Music class: normally at this point in history Ruth would have been the one to take him, but she had a work-related event that she couldn’t miss in the morning. I cycled right by the entrance to this nature reserve: it could have been an ideal location for a geohash!
  9. 2014-01-24 51 -1 (114m)
    On the Marston Cyclepath. I used to cycle along this route on the way to and from work most days back when I lived in Marston, but by 2014 I lived in Kidlington and so I’d only cycle past the end of it. So it was that I cycled past the Linacre College of the path, around 114m away from the hashpoint, on this day.
  10. 2015-06-10 51 -1 (112m)
    Meadow near Peartree Interchange, Oxford. I stopped at the filling station on the opposite side of the roundabout, presumably to refuel a car.
  11. 2020-02-27 51 -1 (70m)
    This was a genuine attempt at a hashpoint that I failed to reach and was so sad about that I never bothered to finish writing up. The hashpoint was very close (but just out of sight of, it turns out) a geocache I’d hidden in the vicinity, and I was hopeful that I might be able to score the most-epic/demonstrable déjà vu/hash collision achievement ever, not least because I had pre-existing video evidence that I’d been at the coordinates before! Unfortunately it wasn’t to be: I had inadequate footwear for the heavy rains that had fallen in the days that preceded the expedition and I was in a hurry to get home, get changed, and go catch a train to go and see the Goo Goo Dolls in concert. So I gave up and quit the expedition. This turned out to be the right decision: going to the concert one of the last “normal” activities I got to do before the COVID-19 lockdown made everybody’s lives weird.
  12. 2014-05-23 51 -1 (61m)
    White Way, Kidlington, near the Bicester Road to Green Road footpath. I passed close by while cycling to work, but I’ve since walked through this hashpoint many times: it’s on a route that our eldest sometimes used to take when walking home from her school! With the exception only of the very-near-miss in Lanark, this was my nearest “near miss”.
  13. 2015-08-22 55 -3 (23m)
    So near, yet so far. 🙄
Rain in Lanark, seen through a car window
No silly grin, but coincidentally – perhaps by accident – I took a picture out of the car window shortly after we passed the hashpoint. This is what Lanark looks like when you drive through it in the rain.
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