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<channel>
	<title>Mapping Hacks</title>
	<link>http://mappinghacks.com</link>
	<description>by Schuyler Erle, Rich Gibson and Jo Walsh</description>
	<pubDate>Thu, 08 May 2008 21:01:32 +0000</pubDate>
	<generator>http://wordpress.org/?v=2.0.2</generator>
	<language>en</language>
			<item>
		<title>Douglas-Peucker Line Simplification in Python</title>
		<link>http://mappinghacks.com/2008/05/05/douglas-peucker-line-simplification-in-python/</link>
		<comments>http://mappinghacks.com/2008/05/05/douglas-peucker-line-simplification-in-python/#comments</comments>
		<pubDate>Mon, 05 May 2008 16:15:13 +0000</pubDate>
		<dc:creator>Schuyler</dc:creator>
		
	<category>services</category>
	<category>software</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/05/05/douglas-peucker-line-simplification-in-python/</guid>
		<description><![CDATA[Last October, Christopher Schmidt mentioned that he was working on a REST-ful Web Processing Server in Python. I don&#8217;t recall how push came to shove, but I wound up volunteering to provide vector generalization code for the project.  After failing to find any usable Python implementations of the Douglas-Peucker line simplification algorithm on the Internets, [...]]]></description>
			<content:encoded><![CDATA[<p>Last October, Christopher Schmidt mentioned that he was working on a REST-ful <a href="http://code.google.com/p/webprocessingserver/">Web Processing Server</a> in Python. I don&#8217;t recall how push came to shove, but I wound up volunteering to provide vector generalization code for the project.  After failing to find any usable Python implementations of the <a href="http://geometryalgorithms.com/Archive/algorithm_0205/algorithm_0205.htm">Douglas-Peucker line simplification</a> algorithm on the Internets, I decided to port some C code that I <a title="same as the previous link" href="http://mappinghacks.com/code/PolyLineReduction/">found</a> to Python. I&#8217;ve put the result, <a title="download the code" href="http://mappinghacks.com/code/dp.py.txt"><em>dp.py</em></a>, complete with doctests, in the Mapping Hacks <a href="http://mappinghacks.com/code/">code directory</a>, in the hopes of saving a little time for the next person who wants to do line simplification / vector generalization in pure Python. My version of the code is released in the public domain. You can also find a modified version in the WebProcessingServer code <a title="WebProcessingServer code repo browser" href="http://code.google.com/p/webprocessingserver/source/browse">repository</a>, and a <a href="http://crschmidt.net/mapping/wpserverdemo/">working demo</a> on Christopher&#8217;s website. (And cheers to David Bitner for reminding me about these links.)
</p>
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		<title>Updated World Borders Dataset</title>
		<link>http://mappinghacks.com/2008/05/02/updated-world-borders-dataset/</link>
		<comments>http://mappinghacks.com/2008/05/02/updated-world-borders-dataset/#comments</comments>
		<pubDate>Sat, 03 May 2008 05:22:00 +0000</pubDate>
		<dc:creator>Schuyler</dc:creator>
		
	<category>geodata</category>
	<category>data</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/05/02/updated-world-borders-dataset/</guid>
		<description><![CDATA[Another one from the &#8220;old data made new&#8221; file: Bjørn Sandvik of thematicmapping.org has been good enough to make some improvements to our freely available world borders shapefile. (He&#8217;s also doing some kick-ass choropleth maps in OpenLayers.) The new and improved world borders shapefile is hosted on his website; we have mirrored it in our [...]]]></description>
			<content:encoded><![CDATA[<p>Another one from the &#8220;old data made new&#8221; file: Bjørn Sandvik of <a title="Thematic Mapping blog" href="http://blog.thematicmapping.org/">thematicmapping.org</a> has been good enough to <a title="link to the announcement post" href="http://blog.thematicmapping.org/2008/03/world-borders-for-thematic-web-mapping.html">make some improvements</a> to our freely available world borders shapefile. (He&#8217;s also doing some <a href="http://blog.thematicmapping.org/2008/04/thematic-mapping-with-geojson.html">kick-ass choropleth maps</a> in OpenLayers.) The new and improved world borders shapefile is hosted on <a title="download World Borders 0,2" href="http://thematicmapping.org/downloads/world_borders.php">his website</a>; we have mirrored it in our <a title="or download the world borders shapefile from us" href="http://mappinghacks.com/data/">data directory</a>.</p>
<p>Here are Bjørn&#8217;s improvements&#8230;</p>
<p><a id="more-170"></a></p>
<ul>
<li>Polygons representing one country/area are merged into one feature.</li>
<li>Added ISO 3611-1 Country codes (alpha-2, alpha-3, numeric-3).</li>
<li>Various feature changes to make the dataset more compatible with ISO 3611-1.</li>
<li>Added region and sub-region codes from UN Statistical Division.</li>
<li>Added longitude/latitude values for each country.</li>
</ul>
<p>Additionally, the new data set contains the following corrected features:</p>
<ul>
<li>Åland Islands: Extracted from Finland</li>
<li>Channel Islands: Jersey and Guernsey are represented as two separate features.</li>
<li>Hong Kong: Extracted Hong Kong from China</li>
<li>Holy See/Vatican: Added feature</li>
<li>Montenegro: Extracted from Serbia</li>
<li>Occupied Palestinian Territory: Merged Gaza Strip and West Bank</li>
<li>Saint-Barthelemy: Extracted from Netherlands Antilles</li>
<li>Saint-Martin (French part): Extracted from Guadeloupe</li>
<li>Svalbard and Jan Mayen Islands: Merged Svalbard and Jan Mayen</li>
<li>Timor-Leste: Extracted from Indonesia</li>
<li>Merged into United States Minor Outlying Islands (UN-code: 581)</li>
<ul>
<li>Baker Island</li>
<li>Howland Island</li>
<li>Jarvis Island</li>
<li>Johnston Atoll</li>
<li>Midway Islands</li>
<li>Wake Island</li>
</ul>
</ul>
<p>The new dataset does not, in case you are curious, separate Kosovo from Serbia. As Mr. Sandvik writes, &#8220;Use this dataset with care, as several of the borders are disputed.&#8221; Indeed.
</p>
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		<item>
		<title>CivicSpace ZIP Code Database</title>
		<link>http://mappinghacks.com/2008/04/28/civicspace-zip-code-database/</link>
		<comments>http://mappinghacks.com/2008/04/28/civicspace-zip-code-database/#comments</comments>
		<pubDate>Mon, 28 Apr 2008 18:56:58 +0000</pubDate>
		<dc:creator>Schuyler</dc:creator>
		
	<category>geodata</category>
	<category>data</category>
	<category>services/geocoder</category>
	<category>public geodata</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/04/28/civicspace-zip-code-database/</guid>
		<description><![CDATA[About four years ago, Civic Space Labs commissioned me to provide them with a freely available database of US ZIP code centroids. For a while, it was hosted on their site, but at some point the link was broken. Since then, I&#8217;ve gotten about an email a month from people looking for the database.
For future [...]]]></description>
			<content:encoded><![CDATA[<p>About four years ago, <a title="CivicSpaceLabs" href="http://civicspacelabs.org/">Civic Space Labs</a> commissioned me to provide them with a freely available database of US ZIP code centroids. For a while, it was hosted on <a title="the docs are there, but the data is gone" href="http://civicspacelabs.org/zipcodedb">their site</a>, but at some point the link was broken. Since then, I&#8217;ve gotten about an email a month from people looking for the database.</p>
<p>For future reference, the <a title="download the database" href="http://mappinghacks.com/data/zipcode.zip">free US ZIP code centroid database</a> is now hosted here on the Mapping Hacks site. From the README:</p>
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<blockquote><p>The ZIP code database contained in &#8216;zipcode.csv&#8217; contains 43204 ZIP<br />
codes for the continental United States, Alaska, Hawaii, Puerto Rico,<br />
and American Samoa. The database is in comma separated value format,<br />
with columns for ZIP code, city, state, latitude, longitude, timezone<br />
(offset from GMT), and daylight savings time flag (1 if DST is observed<br />
in this ZIP code and 0 if not).</p>
<p>This database was composed using ZIP code gazetteers from the US Census<br />
Bureau from 1999 and 2000, augmented with additional ZIP code information<br />
from the Census Bureau&#8217;s TIGER/Line 2003 data set. Timezone information<br />
was added using cartographic data sets from nationalatlas.gov. The<br />
database is guaranteed to exclusively contain information gathered from<br />
sources in the public domain, and thus be legal to redistribute.</p>
<p>The database is believed to contain over 98% of the ZIP Codes in current<br />
use in the United States. The remaining ZIP Codes absent from this<br />
database are entirely PO Box or Firm ZIP codes added in the last five<br />
years, which are no longer published by the Census Bureau, but in any<br />
event serve a very small minority of the population (probably on the<br />
order of .1% or less). Although every attempt has been made to filter<br />
them out, this data set may contain up to .5% false positives, that is,<br />
ZIP codes that do not exist or are no longer in use but are included due<br />
to erroneous data sources. The latitude and longitude given for each ZIP<br />
code is typically (though not always) the geographic centroid of the ZIP<br />
code; in any event, the location given can generally be expected to lie<br />
somewhere within the ZIP code&#8217;s &#8220;boundaries&#8221;.</p>
<p>The database and this README are copyright 2004 CivicSpace Labs, Inc.,<br />
and are published under a Creative Commons Attribution-ShareAlike<br />
license, which requires that all updates must be released under the same<br />
license. See http://creativecommons.org/licenses/by-sa/2.0/ for more<br />
details. Please contact schuyler@geocoder.us if you are interested in<br />
receiving updates to this database as they become available.</p></blockquote>
<p>Please note that although the database is now nearly four years old, I believe it to still be the most accurate freely available ZIP code database out there. If you&#8217;re interested in providing funding for an updated release, please <a title="email Schuyler" href="mailto:schuyler@geocoder.us">contact me</a>.
</p>
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		<title>On food pricing</title>
		<link>http://mappinghacks.com/2008/04/12/on-food-pricing/</link>
		<comments>http://mappinghacks.com/2008/04/12/on-food-pricing/#comments</comments>
		<pubDate>Sat, 12 Apr 2008 18:45:52 +0000</pubDate>
		<dc:creator>Jo</dc:creator>
		
	<category>data</category>
	<category>book</category>
	<category>economics</category>
	<category>permacrisis</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/04/12/on-food-pricing/</guid>
		<description><![CDATA[Each time i read another sensationalising &#8220;food crisis&#8221; article, I grumble. What else is the blogosphere for, but to get things like this off one&#8217;s chest;
So, prices of all kinds of food staples are rising globally, rapidly. Some - like rice - are specifically singled out, and specific warnings actually serve to worsen price inflation [...]]]></description>
			<content:encoded><![CDATA[<p>Each time i read another <a href="http://www.guardian.co.uk/environment/2008/apr/09/food.unitednations">sensationalising &#8220;food crisis&#8221; article</a>, I grumble. What else is the blogosphere for, but to get things like this off one&#8217;s chest;</p>
<p>So, prices of all kinds of food staples are rising globally, rapidly. Some - like rice - are specifically singled out, and specific warnings actually serve to worsen price inflation by sending those markets panic signals.</p>
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<p>The UN&#8217;s Food and Agriculture Organisation (FAO) serves as a kind of global food pricing watchdog and they have been making worried sounds for the last couple of years at least.  Last month, FAO published <a href="http://www.fao.org/newsroom/en/news/2008/1000808/index.html">in association with the European Bank for Reconstruction and Development</a> (EBRD) a neat short paper on <a href="http://www.fao.org/newsroom/common/ecg/1000808/en/FAOEBRD.pdf">Fighting Food Inflation Through Sustainable Investment</a>.</p>
<p>So far so great and for me this shed some light on why food inflation is happening. Their lightning summary of causes:</p>
<p>On the supply side:</p>
<ul>
<li>Agricultural subsidies rendering more efficient production elsewhere, unprofitable</li>
<li>Lower stock levels due both to increasing cost and change in stock management practises</li>
<li>Rising fuel costs</li>
</ul>
<p>On the demand side:</p>
<ul>
<li>Increasing demand for, and shipping cost of, grain as animal feed in &#8220;emerging markets&#8221;</li>
<li>Impact of biofuels/agrofuels on grain supplies for food consumption</li>
<li>Speculation, reflecting futures in current prices.</li>
</ul>
<p>Yet the main thrust of this document barely seems credible to me. It seems inarguable that government policy of tinkering with export quotas and price controls is worsening the macro problem. Certainly if other FAO assessments are to be read right, food inflation turns into a &#8220;crisis&#8221;-like situation at around the same time as policy measures start to drastically restrict exports in anticipation of a future &#8220;crisis&#8221; - a kind of society-level hoarding.<br />
One minute, the EBRD offers an acknowledgement that large offshore &#8220;agroholdings&#8221; businesses owned by private funds are moving in on marginal agricultural land which has become profitable again with increased prices - in places like the Ukraine and Poland. Next minute, there&#8217;s talk of &#8220;farmer access to credit&#8221;, as if the grass-chewing family farmer is still a figure who exists in reality. What the EBRD proposes are government measures designed to indirectly subsidise, rather than directly subsidise, massive agribusiness by (re)building transport infrastructure for long-distance shipping and large-scale storage. Credit facilities for farmland-based mortgages that will collect the equity in the land into ever fewer hands. The response is essentially &#8220;throw more hardware at the problem&#8221;, cross fingers, and rely on regulation to keep papering over the cracks.</p>
<p>There are serious historical precedents for great infrastructural change simultaneously in both agricultural production, and transportation technology.  These changes both corresponded to and helped cause large-scale social change. The late eighteenth to early nineteenth centuries, canalization and the railways came along with a change in land management, enclosure, irrigation practises - an <a href="http://en.wikipedia.org/wiki/British_Agricultural_Revolution">Agricultural Revolution</a> to complement the Industrial one.</p>
<p>I suppose there was a corresponding set of changes after the Second World War, with containerisation, motorway transport, and mobile refrigeration alongside combine harvesters, effective pesticides, vast landholdings and the rest of industrial agricultural practise. This was also called a <a href="http://en.wikipedia.org/wiki/Green_Revolution">Green Revolution</a>, a term that doesn&#8217;t work so well today.<br />
So it makes sense that we should be looking for this pattern of change to happen once more. Some radical change in agricultural practise seems to be the only way out of this series of interlocking causes of rapid and socially unsustainable global food price inflation. Look at the FAO/EBRD six causes again; one of those is rising fuel costs, and another three are directly caused by rising fuel costs.</p>
<p>The nicest explanation of this I have seen was produced by <a href="http://www.carolinelucasmep.org.uk/">Caroline Lucas MEP</a> back in 2006, when food price inflation seems to have become really noticeable to the specialists. Her report, <a href="http://www.carolinelucasmep.org.uk/2006/12/08/fuelling-a-food-crisis/">Fuelling a Food Crisis</a>, works on the theme of <em>Achieving food security in an era of peak oil is an urgent political priority. This will involve a more towards more low-energy and low-inpit farming, and the development of more localised markets</em>.</p>
<p>(Hooray for Caroline Lucas MEP! Years ago, when <a href="http://www.mappinghacks.com/">Mapping Hacks</a> was still in production and before the <a href="http://publicgeodata.org/">INSPIRE Directive</a> had its first reading, she was the only South-East MEP who wrote back to me with an opinion on INSPIRE. We sent a complimentary copy of the book to her office when it came out; I wonder whether she ever got to look at it.)</p>
<p>Whether or not one buys into the discourse of &#8220;peak oil&#8221;, higher energy prices are both here to stay and are in broad side-effects socially desirable, <em>if</em> energy price dependence of food prices can be addressed. Reformation of agricultural and transportation technology, hand-in-hand, seem required to fix the underlying problems of food pricing. Further movement along the path we&#8217;re now on, hoping the faltering state apparatus will continue to be able to pick up the pieces, is building a road to nowhere.</p>
<p>The only thing i knew about FAO up til now was that they support and develop the fine open source GIS project <a href="http://www.geonetwork-opensource.org/">GeoNetwork</a>, which began as a FAO project. It&#8217;s a java-based package for cataloguing and publishing collections of geographic data in a range of legally-mandated formats. Through the UN they promote GeoNetwork to organisations like <a href="http://geonetwork.csi.cgiar.org/geonetwork/srv/en/about">CGIAR</a> to publish increasing amounts of their fieldwork data in sustainable agriculture, nearer to real time.</p>
<p>FAO also collects a lot of interesting historical and comparative pricing and trading data at <a href="http://faostat.fao.org/">FAOSTAT</a>. What is published here only goes up to 2006, when the first signs of global inflation across all food types started to kick in. FAO&#8217;s more recent reports have statistics up to 2008, and while the FAOSTAT interface will generate nice tables and flash maps, the <a href="http://blog.okfn.org/">Open Knowledge Foundation</a>&#8217;s rallying cry comes to mind: &#8220;We want the data, we want it raw, and we want it now!&#8221;</p>
<p><strong>Update</strong>&#8230; I&#8217;m told that the FAOSTAT core data is now undergoing substantial update and review, after which more recent data will appearing through their web service interface. There are substantial <a href="http://faostat.fao.org/site/497/default.aspx">archives through which one can &#8220;drill down&#8221;</a> to more report data going back to the early 60s&#8217;. I still suspect it to be the tip of the iceberg of what&#8217;s available in FAO archives, though.
</p>
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		<title>OSGB Business Model Bashed By Gov&#8217;t Sponsored Report</title>
		<link>http://mappinghacks.com/2008/03/13/osgb-business-model-bashed-by-govt-sponsored-report/</link>
		<comments>http://mappinghacks.com/2008/03/13/osgb-business-model-bashed-by-govt-sponsored-report/#comments</comments>
		<pubDate>Thu, 13 Mar 2008 08:03:58 +0000</pubDate>
		<dc:creator>Schuyler</dc:creator>
		
	<category>public geodata</category>
	<category>open knowledge</category>
	<category>economics</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/03/13/osgb-business-model-bashed-by-govt-sponsored-report/</guid>
		<description><![CDATA[Well, &#8220;bashed&#8221; in the politest, most scholarly possible way, but bashed all the same:
A report commissioned by Her Majesty&#8217;s Treasury, entitled Models of Public Sector Information Provision via Trading Funds, has been published on the official website of the Department for Business, Enterprise, and Regulatory Reform, a UK government watchdog agency. In British government parlance, [...]]]></description>
			<content:encoded><![CDATA[<p>Well, &#8220;bashed&#8221; in the politest, most scholarly possible way, but bashed all the same:</p>
<p>A report commissioned by Her Majesty&#8217;s Treasury, entitled <em><a title="warning, 154 page PDF" href="http://www.berr.gov.uk/files/file45136.pdf">Models of Public Sector Information Provision via Trading Funds</a></em>, has been published on the official website of the Department for Business, Enterprise, and Regulatory Reform, a UK government watchdog agency. In British government parlance, a &#8220;trading fund&#8221; is a government agency with a remit to operate on a &#8220;cost recovery&#8221; basis - meaning that the agency is expected to make back some or all of its operating costs through licensing fees and other charges. As most of you probably know, the Ordnance Survey of Great Britain, which collects and provides all of the public geographic data for the UK on a monopoly basis, is one of these.</p>
<p>The 154 page economic report, linked from the <a href="http://blog.okfn.org/">Open Knowledge Foundation&#8217;s weblog</a>, was written by several Cambridge University professors, including <a title="Rufus's blog, natch" href="http://www.rufuspollock.org/">Rufus Pollock</a>, now the Mead Fellow in Economics. Its main thrust is summed up by this juicy quote from the executive summary:</p>
<blockquote><p>This study has analyzed the impact of adopting different models for the provision of public sector information by trading funds&#8230;. <strong>Performing this comparison on the subset of products suitable for analysis, it was found that, in most cases, a marginal cost regime would be welfare improving</strong> – that is, the benefits to society of moving to a marginal cost regime outweighed the costs.</p></blockquote>
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<p>(The emphasis above is the original authors&#8217;.) For those of us unfamiliar with the term &#8220;marginal cost&#8221;, Wikipedia helpfully <a href="http://en.wikipedia.org/wiki/Marginal_cost">defines</a> it as &#8220;the change in total cost that arises when the quantity produced changes by one unit&#8221; - which is, in this case, the cost of distribution, since what UK trading funds like the Ordnance Survey  are really selling is <em>information</em>. As anyone familiar with Coase&#8217;s Penguin already knows, and as the authors of this paper conveniently remind us,</p>
<blockquote><p>The digital nature of these products has implied marginal costs of approximately zero and hence the marginal and zero costs regimes were essentially identical.</p></blockquote>
<p>Although many of the figures have been redacted as &#8220;CONFIDENTIAL&#8221; from the details of the report (why?), the analysis section on the OSGB still has this to say:</p>
<blockquote><p>&#8230; a change from an average cost to a marginal cost regime would increase welfare. Specifically, gross benefits would be around £168m a year while net costs to government would be around £12m. Overall this implies an overall net benefit to society of 156m.</p></blockquote>
<p>The practical upshot is that we finally have a compelling, reasoned, and - more to the point - <em>government sponsored</em> economic analysis which tells us what we suspected all along: the British economy will be <em>much</em> better off when the OSGB is funded by the Treasury to give away at least some of their &#8220;unrefined&#8221; data - better off, in this case, to the tune of over 100 million pounds annually. Unless I&#8217;m mistaken, this figure leaves out the intangible benefits of making this data available to non-profit public service organizations doing environmental work, health studies, poverty studies, community service work, and so on.</p>
<p>Question is, what&#8217;s the next step to making it actually happen?
</p>
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		<title>A credit for a name</title>
		<link>http://mappinghacks.com/2008/02/28/a-credit-for-a-name/</link>
		<comments>http://mappinghacks.com/2008/02/28/a-credit-for-a-name/#comments</comments>
		<pubDate>Thu, 28 Feb 2008 18:51:33 +0000</pubDate>
		<dc:creator>Jo</dc:creator>
		
	<category>geodata</category>
	<category>services/geocoder</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/02/28/a-credit-for-a-name/</guid>
		<description><![CDATA[The GeoNames blog carries news of improved commercial service with performance guarantees. The flipside, of course, is a limit on requests that can be made to their free services.
The limit is set high enough that it should only affect those making heavy use of the GeoNames web services. They&#8217;ve come up with an interesting credit [...]]]></description>
			<content:encoded><![CDATA[<p>The GeoNames blog carries news of <a href="http://geonames.wordpress.com/2008/02/27/commercial-geonames-web-services/">improved commercial service</a> with performance guarantees. The flipside, of course, is a limit on requests that can be made to their free services.</p>
<p>The limit is set high enough that it should only affect those making heavy use of the GeoNames web services. They&#8217;ve come up with an interesting <a href="http://www.geonames.org/export/credits.html">credit system</a> to price and meter usage. Requests that are &#8220;cheap&#8221; in terms of the processing load on their systems cost a credit or less. More &#8220;expensive&#8221; requests such as reverse geocoding, the contents of a spatial envelope, or annotating RSS feeds with GeoRSS information, cost 4 of these credits. As an anonymous user, you get 50,000 credits per IP address per day, which will take some using up. Otherwise a pay-as-U-process scheme along a faintly GRID-like lines.</p>
<p>It&#8217;s high time GeoNames got an income from the service that it provides. Web-based applications like the happening <a href="http://www.dopplr.com/%22">Dopplr</a> build up using the components that GeoNames, Flickr et al provide on a free basis, creating positive feedback. There&#8217;s your &#8220;rising tide that raises all boats&#8221;, but longer-term we can&#8217;t rely on very large companies to support the components as loss-leader. Instead smaller companies can trickle income through to each other, and I&#8217;m glad there&#8217;s a place for GeoNames in that picture.</p>
<p>The <a href="http://www.geonames.org/export/">data underlying GeoNames</a> is still available on a free-to-reuse basis with a CC-BY license - on sale are the smarts and the quality of service. A culture of open data serves to create business, not to undermine it. The GeoNames team haven&#8217;t gone all the way, as geocoder.us did, and released the full set of software components as open source, along with the data. That didn&#8217;t hurt the sale of commercial services, may even have helped promote them. But is open source essential to an <a href="http://www.opendefinition.org/osd/">open service</a>? No-one knows yet, but GeoNames seem to be doing a decent job of walking the line.
</p>
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		<title>Using GDAL to make little images from big ones</title>
		<link>http://mappinghacks.com/2008/02/19/using-gdal-to-make-little-images-from-big-ones/</link>
		<comments>http://mappinghacks.com/2008/02/19/using-gdal-to-make-little-images-from-big-ones/#comments</comments>
		<pubDate>Tue, 19 Feb 2008 22:20:14 +0000</pubDate>
		<dc:creator>Rich</dc:creator>
		
	<category>Uncategorized</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/02/19/using-gdal-to-make-little-images-from-big-ones/</guid>
		<description><![CDATA[A member of the Geowanking list asked for advice on pulling 700&#215;700 element chunks out of a 50,000&#215;50,000 element raster file.
And doing it in under 10 seconds, please.  That brings up the magical GDAL tools.  The Geodata Abstraction Library.  This is a set of libraries and command line tools which let you do just about [...]]]></description>
			<content:encoded><![CDATA[<p>A member of the Geowanking list asked for advice on pulling 700&#215;700 element chunks out of a 50,000&#215;50,000 element raster file.</p>
<p>And doing it in under 10 seconds, please.  That brings up the magical GDAL tools.  The Geodata Abstraction Library.  This is a set of libraries and command line tools which let you do just about anything you want with most any Raster (and with the included OGR tools Vector)  data format you might find.</p>
<p>I&#8217;ve been using the GDAL tools to manage the large TIFF images I&#8217;ve been generating with <a xhref="http://gigapan.org/viewProfile.php?userid=353">the Gigapan Panoramas</a> which I&#8217;ve been taking.</p>
<p>The Gigapan project treats gigapixel and up images the same as mapping tiles, and uses a slightly modified version of the <a xhref="http://www.flashearth.com/">Flash Earth Browser by Paul Neave</a> to let you pan and zoom in a large tiled panorama the way you navigate map tiles.</p>
<p>I&#8217;ve been spending a lot of time on Gigapans, and I&#8217;ll write more on them, and their intersections with mapping, later.</p>
<p>But back to the problem at hand&#8230;Using a 1.83 GHz Intel Core Duo Mac Mini with 1 GB RAM the  gdal_translate utility  grabbed a<br />
700 x 700 window from a 63434 x 11679 tiff and wrote it out to a jpeg in about 5 seconds.</p>
<p>Example: to grab a 700&#215;700 pixel window from near the middle of a tif image and write that window  to jpeg:<br />
gdal_translate -srcwin 31000 5000 700 700 -of jpeg p2.tif out.jpg</p>
<p>To shrink an image to 5% of original size (took about 13 seconds)<br />
gdal_translate -outsize 5% 5% -of jpeg p2.tif out.jpg<br />
GDAL tools are at: <a target="_blank" href="http://gdal.org/">http://gdal.org</a>.  You can download them as part of the precompiled binary  FWTools at <a target="_blank" href="http://fwtools.maptools.org/">http://fwtools.maptools.org/</a>
</p>
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		<title>Free Map India, 2008</title>
		<link>http://mappinghacks.com/2008/02/14/free-map-india-2008/</link>
		<comments>http://mappinghacks.com/2008/02/14/free-map-india-2008/#comments</comments>
		<pubDate>Thu, 14 Feb 2008 21:19:10 +0000</pubDate>
		<dc:creator>Schuyler</dc:creator>
		
	<category>collaborative mapping</category>
	<category>events</category>
	<category>talks</category>
	<category>openstreetmap</category>
		<guid isPermaLink="false">http://mappinghacks.com/2008/02/14/free-map-india-2008/</guid>
		<description><![CDATA[I have been perhaps a bit remiss in not mentioning this here sooner, but Mikel Maron and I are currently engaged in facilitating a series of mapping workshops all across India, informally known as Free Map India 2008. So far we have met with Indictrans in Pune, and organized two-day workshops focused on seeding OpenStreetMap [...]]]></description>
			<content:encoded><![CDATA[<p>I have been perhaps a bit remiss in not mentioning this here sooner, but <a href="http://brainoff.com/">Mikel Maron</a> and I are currently engaged in facilitating a series of mapping workshops all across India, informally known as <a href="http://wiki.freemap.in/moin.cgi/FreeMapIndia2008">Free Map India 2008</a>. So far we have met with <a href="http://indictrans.in/">Indictrans</a> in Pune, and organized two-day workshops focused on seeding <a href="http://openstreetmap.org/">OpenStreetMap</a> communities in Mumbai and Trivandrum. Tomorrow, we leave for Bangalore for another workshop, and then, in rapid succession, we&#8217;ll be visiting Ludhiana, <a href="http://freed.in/">Delhi</a>, and Calcutta before the end of February.<br />
<a id="more-163"></a><br />
The idea for the workshops came about when Mikel casually mentioned to me at the GeoNetwork workshop at WHO in Rome back in November that he was hoping to visit India early this year. Since this seemed like a golden opportunity to introduce him to the embryonic Free Mapping community there, we agreed to offer to host a series of workshops and see what happened. The timing seemed particularly good, as <a href="http://openstreetmap.org/">OpenStreetMap</a> has come into its own in a big way in the last year or so, but the project has yet to really take off in India.</p>
<p>Aside from a massive (and, being apparently mostly VMap0-derived, woefully inaccurate) data contribution from AND, very little of India has been mapped in OSM. Yet there is no intrinsic reason why it shouldn&#8217;t be: India has a growing and very capable pool of technical expertise, and more than ample access to the requisite technology - i.e. GPS receivers and decent &#8216;Net access. Arguably, with government data access policy in India being muddled at best, and with the growing pains that have attended her race to industrialize, the need for Free and Open map data in India is even greater than in Europe or in the UK, two places where the OSM data set really shines.</p>
<p>My experience with this has been limited to the <a href="http://mumbai.freemap.in/">Mumbai Free Map</a>, a dataset that I helped organize and publish in collaboration with <a href="http://heptanesia.net/">Shekhar Krishnan</a> of <a href="http://www.crit.org.in/">CRIT</a> in Mumbai, and which I made reference to in my <a href="http://conferences.oreillynet.com/cs/where2007/view/e_sess/11990">Where 2.0</a> <a title="audio... do I really say " href="http://itc.conversationsnetwork.org/shows/detail3311.html">talk</a> <a title="and boy was I tired that morning..." href="http://blip.tv/file/556533">last year</a>. The problem with the Mumbai Free Map has always been that the loop was never closed: We were able to make it possible for people to visualize this rich data set about the city of Mumbai, but we never had the time or the resources to make it possible for non-technical individuals to actually update or maintain the data set, or really to do anything useful with the data. Meanwhile, the OpenStreetMap community has gone ahead and done just that with the OSM database.</p>
<p>So it&#8217;s been particularly gratifying to me to have been able to leverage, with Shekhar&#8217;s inestimable assistance, the network of collaborators from last year&#8217;s <a href="http://wiki.freemap.in/moin.cgi/HbcseWorkshop">Free Map workshop</a> in Mumbai. Local organizers at each stop have stepped forward and provided venues and travel assistance, making the whole thing possible - meaning that Mikel and I will be visiting and facilitating meetings or workshops in seven cities across India in a little under a month.</p>
<p>The response we&#8217;ve received so far has been pretty amazing. Our fervent hope is that these workshops will help inspire and enable key individuals in each locale to start organizing regular mapping parties; indeed, rumor has it that some are already being planned in our wake in Bombay. Hopefully, with Indictrans&#8217;s help, and the support of CRIT, we will soon be getting all of the Mumbai Free Map data loaded into OSM.</p>
<p>Mikel has been dutifully recording our progress on <a title="Mikel's blog" href="http://brainoff.com/weblog/">his weblog</a>, and posting <a title="Flickr photos tagged 'freemapindia2008'" href="http://www.flickr.com/search/?q=freemapindia2008">photo updates</a> to Flickr. Also, he&#8217;s posted some <a href="http://youtube.com/user/mikelmaron">videos of GPS tracks</a> made by the workshop participants to YouTube, which we have been assembling with some code from the OSM Subversion repository. The second Mumbai video, particularly, is quite lovely. Do keep an eye on these media sources, if you&#8217;re interested, as we hope to update them regularly.</p>
<p>Thanks are due to very many people here in India for their tremendous generosity,  particularly Nagarjuna G., Alpesh Gajbe, Prof. Jitendra Shah, Swapnil &#038; KK &#038; the whole Indictrans team, Prof. Venkatesh Chopella, T. B. Dinesh, Kiran Jonnalagada, Gora Mohanty, Prof. H. S. Rai, Indranil Das Gupta, and a whole host of others we still have yet to meet&#8230; You all rock. Jai Bharat mata!
</p>
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		<title>Galileo: journey to where?</title>
		<link>http://mappinghacks.com/2007/12/01/galileo-journey-to-where/</link>
		<comments>http://mappinghacks.com/2007/12/01/galileo-journey-to-where/#comments</comments>
		<pubDate>Sat, 01 Dec 2007 09:19:14 +0000</pubDate>
		<dc:creator>Jo</dc:creator>
		
	<category>planning</category>
	<category>services</category>
		<guid isPermaLink="false">http://mappinghacks.com/2007/12/01/galileo-journey-to-where/</guid>
		<description><![CDATA[It sometimes seems as if I&#8217;ve been reading the same Galileo article on the BBC News website for the last three years; only the delivery date changes each year. I missed this summer&#8217;s news of the collapse of the &#8220;consortium of consortiums&#8221; that was selected to build, launch and run the European-backed alternative to the [...]]]></description>
			<content:encoded><![CDATA[<p>It sometimes seems as if I&#8217;ve been reading the same Galileo article on the BBC News website for the last three years; only the delivery date changes each year. I missed this summer&#8217;s news of the collapse of the &#8220;consortium of consortiums&#8221; that was selected to build, launch and run the European-backed alternative to the GPS system. Now, I read that Transport Ministers representing each nation in the Council, have <a href="http://news.bbc.co.uk/2/low/science/nature/7120041.stm">rushed through approval for Galileo&#8217;s build and launch to be funded outright by the European Union</a>, e.g. taxpayers in the member states - moving 1.7bn euros from other, underused EU budgets.</p>
<p>Meanwhile, the US&#8217;s higher-accuracy GPS III without selective availability is planned for 2013; the Chinese space research agencies are building yet another global positioning system, and India and Japan are working on regional ones. There&#8217;s serious doubt as to whether the costs of Galileo will ever be covered by charging for privileged kinds of access (higher availability, guaranteed uptime) when there are so many alternative systems planned. I learnt all this from the terrific <a href="http://www.publications.parliament.uk/pa/cm200708/cmselect/cmtran/53/53.pdf">report into the background of this Galileo funding decision by the Transport Select Committee</a> in the UK Parliament. It talks about how the techno-political context has changed since the Galileo project was begun in 1999 with a projected launch date of 2008. There&#8217;s too much detail to summarise, but I&#8217;d heartily recommend it as reading material to those who want to understand what&#8217;s happened, and likely will happen, with the project. The report&#8217;s language is emotive at times, perhaps with reason as the conclusions are saddening.</p>
<blockquote><p>&#8220;We fear that Galileo&#8217;s status as a flagship <em>grand projet</em> is clouding the judgement of some in relation to its true, realistic and proven merits&#8230; No amount of vague and euphoric anticipation of enormous economic benefits can make up for rigourous and balanced analysis of costs and benefits.&#8221;</p></blockquote>
<p>A network of regional systems, or a UN-led global agreement to build and maintain a shared global system, would seem to make sense for a positioning network; and I wonder why these efforts aren&#8217;t visibly happening.
</p>
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		<title>gvSIG, below the water line</title>
		<link>http://mappinghacks.com/2007/11/20/gvsig-below-the-water-line/</link>
		<comments>http://mappinghacks.com/2007/11/20/gvsig-below-the-water-line/#comments</comments>
		<pubDate>Wed, 21 Nov 2007 04:18:04 +0000</pubDate>
		<dc:creator>Schuyler</dc:creator>
		
	<category>community</category>
	<category>software</category>
	<category>osgeo</category>
	<category>software/gvSIG</category>
		<guid isPermaLink="false">http://mappinghacks.com/2007/11/20/gvsig-below-the-water-line/</guid>
		<description><![CDATA[Last week I had the distinct pleasure of attending las 3es Jornadas gvSIG, the third annual gvSIG conference, in Valencia, Spain. gvSIG, as you may know, is a (primarily) desktop GIS system written in Java. The project was initiated in 2003 by the Conselleria d&#8217;Infraestructures i Transport for the Generalitat Valenciana, the provincial government of [...]]]></description>
			<content:encoded><![CDATA[<p>Last week I had the distinct pleasure of attending <em>las <a title="3es Jornades gvSIG" href="http://www.jornadasgvsig.gva.es/">3es Jornadas gvSIG</a></em>, the third annual gvSIG conference, in Valencia, Spain. <a title="gvSIG" href="http://www.gvsig.gva.es/index.php?id=gvsig&#038;L=2">gvSIG</a>, as you may know, is a (primarily) desktop GIS system written in Java. The project was initiated in 2003 by the <em>Conselleria d&#8217;Infraestructures i Transport</em> for the <em>Generalitat Valenciana</em>, the provincial government of Valencia. The gvSIG project started incubation in OSGeo this September.</p>
<p>gvSIG is an interesting case in the OSGeo world as it is (to my knowledge) the only Open Source GIS project where the majority of the project development is done in Spanish, and not in English. This has created a situation for the majority Anglophone OSGeo community with regard to gvSIG that is not unlike observing the proverbial iceberg: Most of us English speakers have seen only the bit that sticks up above the linguistic water line, and are unaware of the vast amount of effort and collaboration that has gone on underneath.</p>
<p><a id="more-161"></a><br />
The three days I spent last week at the annual gvSIG conference made for a truly impressive scuba diving trip below that linguistic water line. The conference drew a diverse audience of several hundred attendees from Europe and Latin America. As the conference - and indeed gvSIG itself - has largely been funded by government agencies, the crowd here has been a pretty fascinating mix of hackers and bureaucrats, one that is hopefully representative of the future role of Open Source GIS in governments around the world.</p>
<p>The theme of the conference, <em>Consolidar i Avançar</em>, &#8220;to consolidate and advance,&#8221; accurately reflects the state of the project, as seen by case studies from academia and government, ranging from Spain to Venezuela. (Luckily for me, live translation to English of the mostly Castillian language program.) Ongoing work on the project was presented as well, including efforts to automate metadata extraction in gvSIG, and to port the platform to mobile devices. Much was made of the successful and ongoing deployment of gvSIG for various purposes across the Valencian government, from the civic works department, to the port authority, to the aforementioned transport bureau that started it all.<br />
The talk that most caught my eye, however, was a case study by Fabián Camargo, from <a title="FAMSI" href="http://andaluciasolidaria.org/"><em>Fonda Andaluz de Municipios para la Solidaridad International</em></a>, or FAMSI. The project essentially entailed an effort to deploy a GIS infrastructure for civic planning, data collection, and so on for small municipal governments in rural Guatemala.</p>
<p>Sr. Camargo made an observation that, I think, perfectly captures the considerable value of Free and Open Source software to the less wealthy parts of the world, where, perhaps, the analytical capacities of GIS for environmental and civic planning is needed most. He said &#8212; and I paraphrase in English &#8212; &#8220;We could not buy the licenses for proprietary GIS software. If we tell the mayor of this village what the software license alone costs, he will go nuts. Should he spend all this money on GIS software? He would rather use the money to fix the roads in his village.&#8221;</p>
<p>He added: &#8220;But we could not even simply obtain the software without a license. If we were to pirate the proprietary software, we would only get it in English &#8212; and then no one in the village would be able to use it.&#8221;</p>
<p>There has been a great deal of debate in the past few years about the &#8220;total cost of ownership&#8221; of proprietary software versus Open Source software, and a great deal of FUD generated by spurious research surveys funded by those same proprietary software companies. Whatever the truth may be, the fact remains that, in more economically developed regions, trained labor is expensive. In principle, a government agency might be able to economize by obtaining software that requires less training to use and maintain, though, clearly, the matter is still in doubt.</p>
<p>The matter is far less uncertain in the rural and still-urbanizing parts of the global South, and perhaps in places like Eastern Europe, where provincial and municipal governments have no budget for GIS &#8212; or if they do have, the budgets might run to a few thousand dollars a year at most. In such places, proprietary software licenses are much more expensive in proportion to available finances, while human labor costs proportionally far less than in the West &#8212; perhaps as little as one-fifth or one-tenth as much in rural India, for example. To quote Sr. Camargo, &#8220;El software libre salva la limitación económica en la adquisición de licensias.&#8221; In other words, Open Source is not only a logical option &#8212; it is the only option. &#8220;A very feasible alternative, economically speaking,&#8221; he concluded.</p>
<p>Sr. Camargo&#8217;s talk highlighted two obstacles to the use of Open Source GIS in municipal governments in Latin America: First, he emphasized that in-depth training &#8220;before, during, and after the project&#8221; was an absolute necessity for its success. Gabriel Carrión Rico, director of the gvSIG project, addressed this during the question-and-answer afterwards, saying &#8212; quite earnestly &#8212; &#8220;We are not going to just give people computers. We are going to teach them to use them - to teach them to fish, not just give them food.&#8221;</p>
<p>Clearly, OSGeo projects, and the companies that depend on them, need to continue giving serious thought to the development comprehensive training programs to help establish a corps of educated and competent F/OSS GIS professionals around the world. The Spanish-language OSGeo community has begun to address this in a deliberate way, starting with a Creative Commons licensed textbook on GIS theory and analysis, written by a committed group of contributors, and spearheaded by the formidable Victor Olaya. The textbook, which looks to be suitable fodder for a university course, already runs to a couple hundred pages, and is, of course, written in Spanish.</p>
<p>This brings us quite naturally to the other obstacle to the use of OSGeo software in smaller and/or less well-off governments around the world: Language. The need is obvious but the solutions are less so. Miguel Montesinos, a developer on the still-embryonic gvSIG Mobile project, observed, &#8220;We have translated gvSIG into fourteen languages &#8212; and now, when someone adds a button to the gvSIG user interface, fourteen other people must take action.&#8221; Given its Spanish speaking roots, gvSIG comes with a development and user community ready made to embrace potential users in large parts of the world where the options are gvSIG &#8212; and its Open Source cousins, like GRASS &#8212; or no GIS tools at all.</p>
<p>However, the strength that gvSIG derives from its literally provincial roots has also been a bit of a hindrance. While the gvSIG user conference is nearly comparable in size to FOSS4G itself, awareness of gvSIG&#8217;s capacities and the vibrancy of its community approaches nil in the Anglophone Free Software world, its icy bulk hidden below the water line. The project&#8217;s code base is, to all intents and purposes, written in Spanish, which lowers the bar for Spanish-speaking developers, but raises the barrier to contribution by the wider global Free Software community &#8212; so much so that the gvSIG Mobile developers made a conscious attempt to start writing code in English, as it were, to make it easier to attract international collaboration.</p>
<p>I wish I had ready answers for this problem. Commons-based peer production enhances efficiency of labor allocation, according to Yochai Benkler, because participants can determine their own means and level of participation. Breaking the water&#8217;s surface is a must for projects like gvSIG to achieve their fullest potential, and likewise for Anglophone projects (i.e. most of them) to reach the widest possible audience. Surely, the solution must lie in the means we already possess &#8212; some combination of software and community practice needs to be developed to help either facilitate new divers, or else raise up the iceberg.</p>
<p>Whatever the solutions turn out to be, I&#8217;m going to be keeping a close eye on gvSIG from now on (with my Spanish-English dictionary to hand, of course).
</p>
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