{"id":2253,"date":"2018-10-12T11:50:16","date_gmt":"2018-10-11T22:50:16","guid":{"rendered":"http:\/\/blogs.lincoln.ac.nz\/gis\/?p=2253"},"modified":"2023-05-07T00:43:01","modified_gmt":"2023-05-07T00:43:01","slug":"eye-popping-details-from-lidar-data","status":"publish","type":"post","link":"https:\/\/blogs.lincoln.ac.nz\/gis\/eye-popping-details-from-lidar-data\/","title":{"rendered":"Eye Popping Details from LiDAR Data"},"content":{"rendered":"<p><em>This post covers some of the amazing detail contained in newish LiDAR-derived DEMs for Canterbury.<\/em><\/p>\n<p><a href=\"http:\/\/blogs.lincoln.ac.nz\/gis\/lidar-data-thousands-of-tiny-luminous-spheres\/\" target=\"_blank\" rel=\"noopener noreferrer\">LiDAR<\/a> has popped up in many posts here &#8211; and rightfully so.\u00a0 It&#8217;s not too much of an overstatement that these data are revolutionising terrain analysis.\u00a0 I thought it might be enlightening to show some of that detail from a recently available high-resolution DEM.\u00a0 Below is an image that shows the extent of a 1 m LiDAR-derived DEM covering a significant area around Lincoln and Rolleston:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/RollestonDEM.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2254\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/RollestonDEM.jpg\" alt=\"\" width=\"656\" height=\"508\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/RollestonDEM.jpg 656w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/RollestonDEM-300x232.jpg 300w\" sizes=\"auto, (max-width: 656px) 100vw, 656px\" \/><\/a><\/p>\n<p>Elevations in this DEM range from -1.38 m.a.s.l. up to 118.74 m.a.s.l. (the negative values are close to Te Waihora\/Lake Ellesmere and are associated with river beds and races so may be affected by water).\u00a0 Shading like this doesn&#8217;t tell us as much as looking at a <a href=\"http:\/\/blogs.lincoln.ac.nz\/gis\/a-shady-topic-hillshade-layers\/\">hillshade<\/a> version, shown below:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/HS.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2255\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/HS.jpg\" alt=\"\" width=\"613\" height=\"502\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/HS.jpg 613w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/HS-300x246.jpg 300w\" sizes=\"auto, (max-width: 613px) 100vw, 613px\" \/><\/a><\/p>\n<p>Okay, so that&#8217;s not exactly spectacular, but, trust me, it will be when we zoom in on specific features.\u00a0 We&#8217;ll take a bit of a tiki tour around this DEM, starting around the university:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Uni.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2256\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Uni.jpg\" alt=\"\" width=\"816\" height=\"484\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Uni.jpg 816w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Uni-300x178.jpg 300w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Uni-768x456.jpg 768w\" sizes=\"auto, (max-width: 816px) 100vw, 816px\" \/><\/a><\/p>\n<p>It&#8217;s important to note that this is a &#8220;bare earth&#8221; DEM, meaning that it&#8217;s only got data on the land surface and doesn&#8217;t take into account things like buildings and trees.\u00a0 Off to the east are some of the drainage basins as part of the new subdivisions.\u00a0 In the image above we can also make out the berms around the Bert Sutcliffe oval.\u00a0 What about those features just south of the oval?<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHoles.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2257\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHoles.jpg\" alt=\"\" width=\"712\" height=\"479\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHoles.jpg 712w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHoles-300x202.jpg 300w\" sizes=\"auto, (max-width: 712px) 100vw, 712px\" \/><\/a><\/p>\n<p>Walkers around campus will recognise this south eastern corner of the place, where there&#8217;s an area of cut and fill:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHolesAeria2l.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2259\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHolesAeria2l.jpg\" alt=\"\" width=\"655\" height=\"455\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHolesAeria2l.jpg 655w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/UniHolesAeria2l-300x208.jpg 300w\" sizes=\"auto, (max-width: 655px) 100vw, 655px\" \/><\/a><\/p>\n<p>Notice how we can also make out some the experimental crops to the northeast.\u00a0 Just to the east we can make out the LII snaking through Lincoln township:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2260\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2.jpg\" alt=\"\" width=\"552\" height=\"485\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2.jpg 552w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2-300x264.jpg 300w\" sizes=\"auto, (max-width: 552px) 100vw, 552px\" \/><\/a><\/p>\n<p>And here&#8217;s the aerial:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2Aerial.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2261\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2Aerial.jpg\" alt=\"\" width=\"523\" height=\"478\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2Aerial.jpg 523w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/L2Aerial-300x274.jpg 300w\" sizes=\"auto, (max-width: 523px) 100vw, 523px\" \/><\/a><\/p>\n<p>Further afield, near Prebbleton, we find this:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Prebble.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2262\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Prebble.jpg\" alt=\"\" width=\"564\" height=\"486\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Prebble.jpg 564w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Prebble-300x259.jpg 300w\" sizes=\"auto, (max-width: 564px) 100vw, 564px\" \/><\/a><\/p>\n<p>Looks fairly industrial &#8211; and a lowland stream meandering it&#8217;s way around nearby.\u00a0 Looking at the topo map, there&#8217;s not much to be seen, though it does note a gravel pit:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleMap.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2263\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleMap.jpg\" alt=\"\" width=\"546\" height=\"490\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleMap.jpg 546w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleMap-300x269.jpg 300w\" sizes=\"auto, (max-width: 546px) 100vw, 546px\" \/><\/a><\/p>\n<p>The aerial shows us what&#8217;s there:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleAerial.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2264\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleAerial.jpg\" alt=\"\" width=\"547\" height=\"474\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleAerial.jpg 547w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PrebbleAerial-300x260.jpg 300w\" sizes=\"auto, (max-width: 547px) 100vw, 547px\" \/><\/a><\/p>\n<p>Indeed, it&#8217;s a quarry, and less developed in the image than what the LiDAR data show.\u00a0 Google Map&#8217;s image is a bit more up to date:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/quarryGoogle.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2265\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/quarryGoogle.jpg\" alt=\"\" width=\"642\" height=\"575\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/quarryGoogle.jpg 642w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/quarryGoogle-300x269.jpg 300w\" sizes=\"auto, (max-width: 642px) 100vw, 642px\" \/><\/a><\/p>\n<p>Let&#8217;s zoom in a bit more to compare the detail:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/QuarryDetail.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2266\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/QuarryDetail.jpg\" alt=\"\" width=\"551\" height=\"491\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/QuarryDetail.jpg 551w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/QuarryDetail-300x267.jpg 300w\" sizes=\"auto, (max-width: 551px) 100vw, 551px\" \/><\/a><\/p>\n<p>That&#8217;s a stunning amount of detail, especially when you consider that even five years ago, the best we could hope for was our national 25 m DEM.\u00a0 Interestingly, I can&#8217;t find any named stream in that area, but clearly something&#8217;s there.\u00a0 It could well be that it&#8217;s a remnant of an older, dried up stream (there are several races nearby, for what it&#8217;s worth).<\/p>\n<p>Here&#8217;s the riverbed of the Selwyn, just west of Coes Ford:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Selwyn.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2267\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Selwyn.jpg\" alt=\"\" width=\"980\" height=\"506\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Selwyn.jpg 980w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Selwyn-300x155.jpg 300w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Selwyn-768x397.jpg 768w\" sizes=\"auto, (max-width: 980px) 100vw, 980px\" \/><\/a><\/p>\n<p>Fantastic stuff &#8211; old river channels are clearly visible as are some terraces.\u00a0 Here&#8217;s the aerial of the same area:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/SelwynAerial.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2268\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/SelwynAerial.jpg\" alt=\"\" width=\"987\" height=\"510\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/SelwynAerial.jpg 987w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/SelwynAerial-300x155.jpg 300w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/SelwynAerial-768x397.jpg 768w\" sizes=\"auto, (max-width: 987px) 100vw, 987px\" \/><\/a><\/p>\n<p>In reality, the river is quite constrained here &#8211; but the LiDAR data clearly show the subtle traces of where it once was.\u00a0 The image below shows Coes Ford &#8211; the stopbanks are clearly visible:<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Coes.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2269\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Coes.jpg\" alt=\"\" width=\"979\" height=\"506\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Coes.jpg 979w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Coes-300x155.jpg 300w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Coes-768x397.jpg 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/a><\/p>\n<p>Last thing we&#8217;ll look at &#8211; is it aliens?\u00a0 Ancient geoglyphs?<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Pivot.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2270\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Pivot.jpg\" alt=\"\" width=\"958\" height=\"510\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Pivot.jpg 958w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Pivot-300x160.jpg 300w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/Pivot-768x409.jpg 768w\" sizes=\"auto, (max-width: 958px) 100vw, 958px\" \/><\/a><\/p>\n<p>No, it&#8217;s just a centre pivot&#8230;<\/p>\n<p><a href=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PivotAerial.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2271\" src=\"https:\/\/d-blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PivotAerial.jpg\" alt=\"\" width=\"958\" height=\"507\" srcset=\"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PivotAerial.jpg 958w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PivotAerial-300x159.jpg 300w, https:\/\/blogs.lincoln.ac.nz\/gis\/wp-content\/uploads\/sites\/3\/2018\/10\/PivotAerial-768x406.jpg 768w\" sizes=\"auto, (max-width: 958px) 100vw, 958px\" \/><\/a><\/p>\n<p>It&#8217;s important to note that the datasets are literally snapshots in time\u00a0and are invaluable for a number of reasons, including providing\u00a0unprecedented levels of detail for a range of analyses.\u00a0 Hopefully we&#8217;ll be able to report back on some of those in later posts.\u00a0 Over the summer we&#8217;ll be working to make more of these datasets available &#8211; they do take up quite a lot of space, but stay tuned.<\/p>\n<p>C<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This post covers some of the amazing detail contained in newish LiDAR-derived DEMs for Canterbury. LiDAR has popped up in many posts here &#8211; and rightfully so.\u00a0 It&#8217;s not too much of an overstatement that these data are revolutionising terrain analysis.\u00a0 I thought it might be enlightening to show some of that detail from a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2253","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/posts\/2253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/comments?post=2253"}],"version-history":[{"count":1,"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/posts\/2253\/revisions"}],"predecessor-version":[{"id":4011,"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/posts\/2253\/revisions\/4011"}],"wp:attachment":[{"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/media?parent=2253"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/categories?post=2253"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.lincoln.ac.nz\/gis\/wp-json\/wp\/v2\/tags?post=2253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}