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Australia News Beep<p>Foster + Partners Designs High-Rise Office Tower for Sudameris Bank in Asunción, Paraguay</p><p>The 39 storey Sudameris Plaza office tower. Image Courtesy of Foster + Partners Share Share Facebook Twitter Mail…<br><a href="https://newsbeep.org/tags/NewsBeep" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NewsBeep</span></a> <a href="https://newsbeep.org/tags/News" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>News</span></a> <a href="https://newsbeep.org/tags/Artsanddesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Artsanddesign</span></a> <a href="https://newsbeep.org/tags/Architecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Architecture</span></a> <a href="https://newsbeep.org/tags/Arts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Arts</span></a> <a href="https://newsbeep.org/tags/ArtsAndDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtsAndDesign</span></a> <a href="https://newsbeep.org/tags/Asuncion" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Asuncion</span></a> <a href="https://newsbeep.org/tags/AU" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AU</span></a> <a href="https://newsbeep.org/tags/Australia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Australia</span></a> <a href="https://newsbeep.org/tags/Banks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Banks</span></a> <a href="https://newsbeep.org/tags/Density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Density</span></a> <a href="https://newsbeep.org/tags/Design" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Design</span></a> <a href="https://newsbeep.org/tags/Entertainment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Entertainment</span></a> <a href="https://newsbeep.org/tags/Foster" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Foster</span></a>+Partners <a href="https://newsbeep.org/tags/LatinAmerica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LatinAmerica</span></a> <a href="https://newsbeep.org/tags/OfficeDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OfficeDesign</span></a> <a href="https://newsbeep.org/tags/OfficeTower" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OfficeTower</span></a> <a href="https://newsbeep.org/tags/Offices" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Offices</span></a> <a href="https://newsbeep.org/tags/Paraguay" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Paraguay</span></a> <a href="https://newsbeep.org/tags/Towers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Towers</span></a> <a href="https://newsbeep.org/tags/UrbanDensity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UrbanDensity</span></a><br><a href="https://www.newsbeep.com/au/5249/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">newsbeep.com/au/5249/</span><span class="invisible"></span></a></p>
Evan Genest<p><a href="https://action.wra.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">action.wra.org/</span><span class="invisible"></span></a></p><p>A series of interviews from <br>More Housing Wisconsin, sponsored by the WRA. </p><p>More Housing Wisconsin Briefing Paper 11 – Neutralizing NIMBYism and building public support for workforce housing<br>January 2025</p><p>More Housing Wisconsin Briefing Paper 9 – Using the TID Affordable Housing Extension to fund municipal housing initiatives<br>December 2024</p><p>More Housing Wisconsin Briefing Paper 7 – Why is the cost of a single-family home lot so expensive? Understanding the costs of developing a buildable lot.<br>October 2024</p><p>More Housing Wisconsin Briefing Paper 5 – Supporting Infill Housing by Enabling Missing Middle and Accessory Dwelling Units<br>August 2024</p><p>More Housing Wisconsin Briefing Paper 4 – Reduce Minimum Lot Dwelling Unit Size Restrictions<br>March 2024</p><p><a href="https://c.im/tags/yimby" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>yimby</span></a> <a href="https://c.im/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> <a href="https://c.im/tags/housing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>housing</span></a> <a href="https://c.im/tags/madisonwi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>madisonwi</span></a></p>
Gemma ⭐️🔰🇺🇸 🇵🇭 🎐<p>Urban planners need to revisit the idea that there needs to be 6-7 households per acre in order for public transit to be economically viable.</p><p>At a median of about 2.5 ppl/household, with 640 acres per mi^2, there would need to be a population <a href="https://mstdn.plus/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> of about 11,200 ppl/mi^2 for public transit to be "economically viable". There are only about 100 incorporated places in the US and only 7 cities, which meet that number.</p><p><a href="https://mstdn.plus/tags/Transit" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Transit</span></a> should be regarded as a necessary public service. <a href="https://mstdn.plus/tags/urbanism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>urbanism</span></a></p>
N-gated Hacker News<p>In today's episode of "Math <a href="https://mastodon.social/tags/Mystifies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mystifies</span></a> <a href="https://mastodon.social/tags/the" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>the</span></a> <a href="https://mastodon.social/tags/Masses" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Masses</span></a>," we dive into the riveting world of <a href="https://mastodon.social/tags/probability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>probability</span></a> <a href="https://mastodon.social/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> <a href="https://mastodon.social/tags/functions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>functions</span></a> and <a href="https://mastodon.social/tags/interpolation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>interpolation</span></a> factors—because apparently, nothing screams excitement like calculating how an "entropy bulge" curves upward. 📈🤯 Spoiler alert: It's concave! Stay tuned for more edge-of-your-seat <a href="https://mastodon.social/tags/algebraic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>algebraic</span></a> <a href="https://mastodon.social/tags/adventures" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>adventures</span></a>. 🙄<br><a href="https://cgad.ski/blog/entropy-of-a-mixture.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">cgad.ski/blog/entropy-of-a-mix</span><span class="invisible">ture.html</span></a> <a href="https://mastodon.social/tags/Math" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Math</span></a> <a href="https://mastodon.social/tags/Factors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Factors</span></a> <a href="https://mastodon.social/tags/Entropy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Entropy</span></a> <a href="https://mastodon.social/tags/Bulge" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bulge</span></a> <a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/ngated" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ngated</span></a></p>
US<p><a href="https://www.europesays.com/us/27746/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/us/27746/</span><span class="invisible"></span></a> The Garden City Movement in Asia: Evolution and Modern Legacies <a href="https://pubeurope.com/tags/Architecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Architecture</span></a> <a href="https://pubeurope.com/tags/Arts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Arts</span></a> <a href="https://pubeurope.com/tags/ArtsAndDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtsAndDesign</span></a> <a href="https://pubeurope.com/tags/Asia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Asia</span></a> <a href="https://pubeurope.com/tags/China" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>China</span></a> <a href="https://pubeurope.com/tags/Density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Density</span></a> <a href="https://pubeurope.com/tags/Design" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Design</span></a> <a href="https://pubeurope.com/tags/EbenezerHoward" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EbenezerHoward</span></a> <a href="https://pubeurope.com/tags/Entertainment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Entertainment</span></a> <a href="https://pubeurope.com/tags/GardenCity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GardenCity</span></a> <a href="https://pubeurope.com/tags/GardenCityMovement" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GardenCityMovement</span></a> <a href="https://pubeurope.com/tags/GreenDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GreenDesign</span></a> <a href="https://pubeurope.com/tags/GreenInfrastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GreenInfrastructure</span></a> <a href="https://pubeurope.com/tags/india" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>india</span></a> <a href="https://pubeurope.com/tags/Indonesia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Indonesia</span></a> <a href="https://pubeurope.com/tags/LandscapeArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LandscapeArchitecture</span></a> <a href="https://pubeurope.com/tags/Malaysia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Malaysia</span></a> <a href="https://pubeurope.com/tags/Singapore" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Singapore</span></a> <a href="https://pubeurope.com/tags/SustainableArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SustainableArchitecture</span></a> <a href="https://pubeurope.com/tags/SustainableDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SustainableDesign</span></a> <a href="https://pubeurope.com/tags/UnitedStates" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UnitedStates</span></a> <a href="https://pubeurope.com/tags/UnitedStates" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UnitedStates</span></a> <a href="https://pubeurope.com/tags/UrbanPlanning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UrbanPlanning</span></a> <a href="https://pubeurope.com/tags/Urbanization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Urbanization</span></a> <a href="https://pubeurope.com/tags/US" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>US</span></a></p>
UK<p><a href="https://www.europesays.com/uk/227196/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/uk/227196/</span><span class="invisible"></span></a> The Garden City Movement in Asia: Evolution and Modern Legacies <a href="https://pubeurope.com/tags/Architecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Architecture</span></a> <a href="https://pubeurope.com/tags/Arts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Arts</span></a> <a href="https://pubeurope.com/tags/ArtsAndDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtsAndDesign</span></a> <a href="https://pubeurope.com/tags/Asia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Asia</span></a> <a href="https://pubeurope.com/tags/China" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>China</span></a> <a href="https://pubeurope.com/tags/Density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Density</span></a> <a href="https://pubeurope.com/tags/Design" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Design</span></a> <a href="https://pubeurope.com/tags/EbenezerHoward" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EbenezerHoward</span></a> <a href="https://pubeurope.com/tags/Entertainment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Entertainment</span></a> <a href="https://pubeurope.com/tags/GardenCity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GardenCity</span></a> <a href="https://pubeurope.com/tags/GardenCityMovement" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GardenCityMovement</span></a> <a href="https://pubeurope.com/tags/GreenDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GreenDesign</span></a> <a href="https://pubeurope.com/tags/GreenInfrastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GreenInfrastructure</span></a> <a href="https://pubeurope.com/tags/India" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>India</span></a> <a href="https://pubeurope.com/tags/Indonesia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Indonesia</span></a> <a href="https://pubeurope.com/tags/LandscapeArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LandscapeArchitecture</span></a> <a href="https://pubeurope.com/tags/Malaysia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Malaysia</span></a> <a href="https://pubeurope.com/tags/Singapore" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Singapore</span></a> <a href="https://pubeurope.com/tags/SustainableArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SustainableArchitecture</span></a> <a href="https://pubeurope.com/tags/SustainableDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SustainableDesign</span></a> <a href="https://pubeurope.com/tags/UK" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UK</span></a> <a href="https://pubeurope.com/tags/UnitedKingdom" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UnitedKingdom</span></a> <a href="https://pubeurope.com/tags/UrbanPlanning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UrbanPlanning</span></a> <a href="https://pubeurope.com/tags/Urbanization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Urbanization</span></a></p>
Eric Maugendre<p>Greenhouse gas emissions in Europe and the Mediterranean 🧵</p><p><a href="https://mas.to/tags/map" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>map</span></a> <a href="https://mas.to/tags/emissions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>emissions</span></a> <a href="https://mas.to/tags/dataViz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataViz</span></a> <a href="https://mas.to/tags/economy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>economy</span></a> <a href="https://mas.to/tags/GHG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GHG</span></a> <a href="https://mas.to/tags/CO2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CO2</span></a> <a href="https://mas.to/tags/climateChange" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>climateChange</span></a> <a href="https://mas.to/tags/globaHeating" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>globaHeating</span></a> <a href="https://mas.to/tags/ecologicalTragedy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ecologicalTragedy</span></a> <a href="https://mas.to/tags/maps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>maps</span></a> <a href="https://mas.to/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> <a href="https://mas.to/tags/trade" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trade</span></a> <a href="https://mas.to/tags/CarbonEmissions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CarbonEmissions</span></a> <a href="https://mas.to/tags/Shipping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Shipping</span></a> <a href="https://mas.to/tags/Germany" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Germany</span></a> <a href="https://mas.to/tags/Netherlands" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Netherlands</span></a> <a href="https://mas.to/tags/NL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NL</span></a> <a href="https://mas.to/tags/Italy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Italy</span></a> <a href="https://mas.to/tags/Britain" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Britain</span></a> <a href="https://mas.to/tags/UK" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UK</span></a> <a href="https://mas.to/tags/Europe" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Europe</span></a> <a href="https://mas.to/tags/Egypt" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Egypt</span></a> <a href="https://mas.to/tags/Israel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Israel</span></a> <a href="https://mas.to/tags/IsraelPalestine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IsraelPalestine</span></a> <a href="https://mas.to/tags/geography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>geography</span></a> <a href="https://mas.to/tags/PythonMaps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonMaps</span></a></p>
Kirill Bereznev<p>I’m Not in a Rush to Become. I’m Here to Refine.<br>Growth isn’t about size. It’s about density.</p><p>Everyone wants to be more. I want to be sharper. Clearer. Heavier. I’d rather be one sentence that cuts through — than a thousand that leave no trace.</p><p><a href="https://mastodon.social/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> <a href="https://mastodon.social/tags/clarity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>clarity</span></a> <a href="https://mastodon.social/tags/refinement" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>refinement</span></a> <a href="https://mastodon.social/tags/depth" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>depth</span></a> <a href="https://mastodon.social/tags/growth" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>growth</span></a><br>→ <a href="https://bereznev.gumroad.com/l/insider" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bereznev.gumroad.com/l/insider</span><span class="invisible"></span></a><br>P.S. Made by a madman — Kirill Bereznev<br><a href="https://bereznev.gumroad.com/l/insider" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bereznev.gumroad.com/l/insider</span><span class="invisible"></span></a></p>
gary<p><a href="https://infosec.exchange/tags/bootable" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bootable</span></a> portal extra tools <a href="https://infosec.exchange/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> <a href="https://infosec.exchange/tags/io" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>io</span></a> </p><p>from chatgpt onYou said:<br>compare usb flash drives to nvme in external enclosure - latency and overall speed comparison<br>ChatGPT said:</p><p>Great question — let’s break this down clearly.<br>⚡ USB Flash Drives vs. NVMe in External Enclosure<br>Aspect USB Flash Drive NVMe in External Enclosure<br>Underlying Technology NAND flash on a basic controller (often slower, fewer channels) High-speed NVMe SSD on PCIe lanes inside an enclosure with USB-C or Thunderbolt interface<br>Typical Interface USB 2.0, 3.0, 3.1, 3.2 (5–10 Gbps) USB 3.1/3.2 (10–20 Gbps) or Thunderbolt 3/4 (up to 40 Gbps)<br>Sequential Read Speed ~100–400 MB/s (high-end USB 3.2 models) 900–2,800 MB/s over USB 3.2; up to ~3,000–4,000 MB/s with Thunderbolt<br>Sequential Write Speed ~50–300 MB/s (often slower due to cheaper controllers) 900–2,500 MB/s over USB 3.2; higher with Thunderbolt<br>Random Read/Write IOPS Very low (~1,000–10,000 IOPS), latency ~100–500 µs Much higher (~100,000–600,000 IOPS), latency ~20–100 µs<br>Latency High (slow controller, weak queueing, high protocol overhead) Low (PCIe NVMe is optimized for low latency; enclosure adds some but still faster)<br>Performance Stability Degrades quickly on large sustained writes (thermal or cache limits) Much more stable under heavy or sustained workloads (thanks to DRAM cache, better controller)<br>Use Case Suitability Best for occasional file transfers, light usage Suitable for heavy file transfers, external boot drives, video editing, virtual machines, fast scratch disks<br>Cost per GB Low Higher (but dropping steadily)<br>Thermal Considerations Generally none (low power, low heat) Needs proper enclosure cooling; NVMe can throttle under sustained load<br>🔍 Latency Details</p><p> USB flash drives use simple microcontrollers designed for cost, not performance.<br> Latency is often &gt;100 microseconds per request, plus protocol stack delays.</p><p> NVMe SSDs inside an external enclosure are fundamentally designed for high-performance PCIe operation:</p><p> Even though USB/Thunderbolt adds some latency, overall you get ~20–100 microseconds access times — significantly lower.</p><p> NVMe also benefits from parallel command queues (up to 64K queues) while USB flash sticks typically handle just one or a few.</p><p>💡 Real-World Speed Examples<br>Scenario USB 3.0 Flash Drive NVMe + USB 3.2 Enclosure<br>Copying 10 GB file ~5–10 min (100 MB/s) ~20–30 sec (400–500 MB/s over USB)<br>Running OS or apps (external boot) Feels slow, long delays Feels near-native, snappy performance<br>Editing 4K video off disk Likely choppy or slow Smooth playback and editing<br>🚀 Summary</p><p>✅ NVMe in an external enclosure is vastly faster in both throughput and latency — essentially turning your external drive into a portable high-speed SSD.<br>⚠ USB flash drives are convenient but optimized for simplicity and cost, not speed.</p><p>If you want to boot an OS, run virtual machines, edit large media, or move lots of data, NVMe is a huge upgrade.</p><p>If you just want to carry around some documents or backups occasionally, a decent USB stick is still fine.</p><p>If you tell me your use case, I can help recommend the best external drive setup! Want me to suggest some specific models?<br>You said:<br>do this - plan out a bootable encrypted persistence drive with all the bells and whistles - it is based on kali everything and has all the tools plus some kali everything leaves out, notably it is geared to have a full wiki dump imported into mediawiki, it also has a giant solr index from say top 100 sites and what else? i would like the tone to be specialized as a dx/pentesting but also serving tool - maybe have some components of my cms/portals idea installed, it couldd be customized for various sectors but initially for infosec/IT....you have a 2 tb nvme - fill it up to 1.4gb to leave some space. maybe include pihole and opnsense and malcolm images, have scripts that will run and gather data into a buffer in memory but also on the drive. so the tool should have a open source license but also some community gen resources for how to use with proprietary data and sw and extend. heavy emphasis on osint, versioning, ai and leveraging info - maybe even have some info on going more api less and more on getting reliable feeds, hooking it up to a vps over a vpn to offload and scale, even easy clustering - you could spin up this image on a vm if you wanted to scale cluster<br>ChatGPT said:</p><p>🔥 Plan: Bootable Encrypted Persistence Kali + Specialized DX/Pentest/OSINT Mega Toolkit 🔥</p><p>Here’s a detailed, structured build plan for your 2TB NVMe to create a bootable, encrypted, persistent, heavy-duty pentesting + data-ops drive geared for infosec, IT, and OSINT power use.<br>🛡 Core Design Goals</p><p>✅ Bootable Kali “Everything” (with persistence, encryption, and full toolset)<br>✅ Preloaded MediaWiki with full offline wiki dump (e.g., English Wikipedia)<br>✅ Prebuilt Solr search index from top ~100 important sites (infosec, tech, OSINT)<br>✅ Pi-hole, OPNsense, Malcolm IDS preinstalled images or containers<br>✅ Custom CMS/portal framework (seeded for infosec/IT sector, but extendable)<br>✅ Ready-to-run scripts and collectors for real-time OSINT + memory buffering<br>✅ Designed for local offline power use but able to scale to VPS or clusters over VPN<br>✅ Heavy on open-source tooling but flexible for commercial integration<br>✅ Includes AI tools and resources for RAG (retrieval-augmented generation), versioning, and live intelligence<br>🧱 Drive Structure (2TB NVMe, ~1.4TB Used)<br>Partition Size Contents<br>Boot partition (GRUB, EFI) ~1 GB GRUB, encrypted LUKS bootloader, persistence hooks<br>Root (/) encrypted ext4 ~200 GB Kali “Everything” + added tools, drivers, configs, core scripts<br>/home encrypted ext4 ~200 GB Personal configs, CMS/portal configs, collected data, user scripts<br>/data encrypted ext4 or ZFS ~1.0 TB MediaWiki + offline dumps, Solr index, Malcolm + IDS data, Pi-hole data, CMS DBs<br>Swap (encrypted) ~64–128 GB Large swap for memory buffers, AI tools, and clustering workloads<br>Spare space ~400–600 GB free For additional VMs, containers, OS snapshots, sandboxed work, or expansion<br>🔧 Major Software Components</p><p>✅ Kali Linux Everything +</p><p> Extra tools not included:</p><p> Ghidra, Angr, Volatility, BloodHound, CrackMapExec</p><p> CyberChef offline version, Sigma rules, Mitre ATT&amp;CK navigator offline</p><p> Big malware sample zoo (if legally permissible) in quarantined area</p><p> Local GitLab instance for version control of tools/scripts</p><p> Docker, Podman for running OPNsense, Pi-hole, Malcolm, etc.</p><p>✅ MediaWiki with Offline Dump</p><p> Preload with latest full English Wikipedia (or curated infosec/IT subset)</p><p> Fully searchable, customizable offline knowledgebase</p><p> Optionally add other dumps: Stack Overflow, Exploit DB, CVE DB, etc.</p><p>✅ Apache Solr Index</p><p> Prebuilt Solr/Lucene index with crawled top 100 infosec and tech sites</p><p> Local search + analytics, extendable with own crawls or enterprise datasets</p><p>✅ Pi-hole, OPNsense, Malcolm</p><p> Pi-hole as local DNS sinkhole on container or VM</p><p> OPNsense router/firewall images ready to deploy on VM or embedded hardware</p><p> Malcolm for network capture, PCAP indexing, IDS analytics</p><p>✅ Custom CMS/Portal Layer</p><p> Start with lightweight Django or Flask app</p><p> Connects local tools, dashboards, script runners</p><p> Modular design for sector-specific extensions (infosec, IT, fintech, etc.)</p><p> Supports community-developed modules, licensed as open source</p><p>✅ OSINT + Data Collection Scripts</p><p> Parsers for RSS, Atom, social feeds</p><p> In-memory collectors (RAM-buffered) and disk-backed archival</p><p> Configurable pipelines for scraping, crawling, and syncing feeds</p><p> Exporters to push to VPS, cluster, or partner nodes over VPN</p><p>✅ AI + RAG Toolkit</p><p> Local vector DB (e.g., Milvus, Weaviate, Qdrant)</p><p> Lightweight LLMs (e.g., GGUF models) preloaded with open weights</p><p> Scripts for embedding + querying wiki, Solr, Malcolm data</p><p> Tools to link out to API-less, robust scraping and offline enrichment</p><p>✅ Cluster + VPS Extensions</p><p> WireGuard or Tailscale VPN ready to connect to offload nodes</p><p> Cluster startup templates (VM- or container-based) to scale horizontally</p><p> Option to replicate toolstack on cloud VPS for remote jobs</p><p>⚙ Preloaded Scripts + Tools</p><p>✅ Quick setup script for new sector (infosec/IT → medical → finance → etc.)<br>✅ Automated updater for tools, dumps, feeds, AI models<br>✅ Data sync script (selective or full) to VPS or peer node<br>✅ Local dashboard UI (web-based) to manage collectors, scrapers, solr, wiki<br>✅ Burn-in tester + disk health monitor to ensure drive integrity under heavy loads<br>🔒 Security + Encryption</p><p> LUKS full-disk encryption with strong passphrase + Yubikey/2FA support</p><p> Encrypted swap to prevent memory leakage</p><p> Hidden encrypted vault (Veracrypt or LUKS hidden volume) for sensitive payloads</p><p> Scripted integrity checkers + hashes to ensure toolchain hasn’t been tampered</p><p> Optional self-destruct script or wipe trigger on tamper detection</p><p>📦 Final Disk Fill</p><p>With ~1.4TB occupied, you get:<br>✅ 80–100 GB: Full offline wiki, MediaWiki + DB<br>✅ ~200–300 GB: Solr search index<br>✅ ~200–300 GB: Container + VM images (OPNsense, Pi-hole, Malcolm, etc.)<br>✅ ~200–300 GB: Local tool binaries, scripts, models, datasets<br>✅ ~200–400 GB: Spare user + working space, logs, collected data<br>🏗 Customization &amp; Licensing</p><p> Open-source license (e.g., GPLv3, MIT) for your tooling and integrations</p><p> Community guide + wiki on using it with proprietary/commercial data</p><p> Template configs + YAML/JSON to extend it for any industry</p><p> Local-first design but ready for hybrid/cloud scaling</p><p> Emphasis on reproducibility + versioning: snapshot, rollback, extend</p><p>🌐 How You Can Use It</p><p>✅ Boot as your all-in-one pentest/OSINT lab anywhere<br>✅ Plug into a workstation or cluster as a scaling node<br>✅ Push/pull data to a VPS for remote jobs, aggregation, enrichment<br>✅ Serve as an offline knowledge + intelligence center when disconnected<br>🛠 Next Steps</p><p>If you want, I can:<br>✅ Write out the build script / setup checklist<br>✅ Generate a detailed disk partition map + encryption scheme<br>✅ Provide YAML or Docker Compose configs for the containers<br>✅ Build out example CMS/portal components for your sector<br>✅ Recommend hardware (NVMe enclosure, host systems)</p><p>Want me to prepare the detailed technical setup or generate a GitHub starter project? Let me know! 🚀 moving from usb to bootable nvme, also bootable enc persistent image with tools+ info and serving not just winpe dx <a href="https://infosec.exchange/tags/bootable" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bootable</span></a> portal <a href="https://infosec.exchange/tags/generic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generic</span></a></p>
💧🌏 Greg Cocks<p>Classification Of Urban Morphology With Deep Learning - Application On Urban Vitality<br />--<br /><a href="https://doi.org/10.1016/j.compenvurbsys.2021.101706" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1016/j.compenvurbsy</span><span class="invisible">s.2021.101706</span></a> &lt;-- shared paper<br />--<br /><a href="https://github.com/ualsg/Road-Network-Classification" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="ellipsis">github.com/ualsg/Road-Network-</span><span class="invisible">Classification</span></a> &lt;-- shared GitHub repository<br />--<br /><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="tag">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="tag">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="tag">#<span>mapping</span></a> <a href="https://techhub.social/tags/bigdata" class="mention hashtag" rel="tag">#<span>bigdata</span></a> <a href="https://techhub.social/tags/city" class="mention hashtag" rel="tag">#<span>city</span></a> <a href="https://techhub.social/tags/cities" class="mention hashtag" rel="tag">#<span>cities</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="tag">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="tag">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/urban" class="mention hashtag" rel="tag">#<span>urban</span></a> <a href="https://techhub.social/tags/analysis" class="mention hashtag" rel="tag">#<span>analysis</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="tag">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="tag">#<span>modeling</span></a> <a href="https://techhub.social/tags/urbanmorphology" class="mention hashtag" rel="tag">#<span>urbanmorphology</span></a> <a href="https://techhub.social/tags/deeplearning" class="mention hashtag" rel="tag">#<span>deeplearning</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="tag">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="tag">#<span>AI</span></a> <a href="https://techhub.social/tags/classifaction" class="mention hashtag" rel="tag">#<span>classifaction</span></a> <a href="https://techhub.social/tags/network" class="mention hashtag" rel="tag">#<span>network</span></a> <a href="https://techhub.social/tags/streets" class="mention hashtag" rel="tag">#<span>streets</span></a> <a href="https://techhub.social/tags/routing" class="mention hashtag" rel="tag">#<span>routing</span></a> <a href="https://techhub.social/tags/network" class="mention hashtag" rel="tag">#<span>network</span></a> <a href="https://techhub.social/tags/connections" class="mention hashtag" rel="tag">#<span>connections</span></a> <a href="https://techhub.social/tags/morphology" class="mention hashtag" rel="tag">#<span>morphology</span></a> <a href="https://techhub.social/tags/density" class="mention hashtag" rel="tag">#<span>density</span></a> <a href="https://techhub.social/tags/proportion" class="mention hashtag" rel="tag">#<span>proportion</span></a> <a href="https://techhub.social/tags/type" class="mention hashtag" rel="tag">#<span>type</span></a> <a href="https://techhub.social/tags/mixture" class="mention hashtag" rel="tag">#<span>mixture</span></a> <a href="https://techhub.social/tags/convolutionalneuralnetwork" class="mention hashtag" rel="tag">#<span>convolutionalneuralnetwork</span></a> <a href="https://techhub.social/tags/CNN" class="mention hashtag" rel="tag">#<span>CNN</span></a> <a href="https://techhub.social/tags/regressionmodel" class="mention hashtag" rel="tag">#<span>regressionmodel</span></a> <a href="https://techhub.social/tags/OpenStreetMap" class="mention hashtag" rel="tag">#<span>OpenStreetMap</span></a> <a href="https://techhub.social/tags/groups" class="mention hashtag" rel="tag">#<span>groups</span></a> <a href="https://techhub.social/tags/subgroups" class="mention hashtag" rel="tag">#<span>subgroups</span></a> <a href="https://techhub.social/tags/vitality" class="mention hashtag" rel="tag">#<span>vitality</span></a> <a href="https://techhub.social/tags/indicators" class="mention hashtag" rel="tag">#<span>indicators</span></a></p>
Otis White<p>If you think trees vs housing is just an Atlanta thing, here’s a look at tree canopies in cities around the country. Bottom line: <a href="https://urbanists.social/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> and trees have benefits for the environment and particularly for climate change. What we must figure out is how to have both, not either. P.S. “The best time to plant a tree was 20 years ago.” <a href="https://www.washingtonpost.com/climate-environment/interactive/2025/tree-friendly-cities-urban-forests/?itid=hp-top-table-main_p001_f013" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">washingtonpost.com/climate-env</span><span class="invisible">ironment/interactive/2025/tree-friendly-cities-urban-forests/?itid=hp-top-table-main_p001_f013</span></a></p>
John Vaccaro (johniac)<p>SciTech Chronicles. . . . . . . . .April 26th, 2025</p><p><a href="https://bit.ly/stc042625" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/stc042625</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/MitoBrainMap" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MitoBrainMap</span></a> <a href="https://mastodon.social/tags/distribution" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>distribution</span></a> <a href="https://mastodon.social/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> <a href="https://mastodon.social/tags/diversity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>diversity</span></a> <a href="https://mastodon.social/tags/BOD2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BOD2</span></a> <a href="https://mastodon.social/tags/drive" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>drive</span></a>-thru #"$1.2 Million" <a href="https://mastodon.social/tags/Peri" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Peri</span></a> <a href="https://mastodon.social/tags/Smog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Smog</span></a> <a href="https://mastodon.social/tags/Sundhnukagigar" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Sundhnukagigar</span></a> #"acid rain" <a href="https://mastodon.social/tags/PM2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PM2</span></a>.5 #" Mount Vesuvius" <a href="https://mastodon.social/tags/papyri" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>papyri</span></a> #8-micrometer <a href="https://mastodon.social/tags/Philodemus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Philodemus</span></a> <a href="https://mastodon.social/tags/lightning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lightning</span></a> #"gamma radiation" <a href="https://mastodon.social/tags/TGFs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TGFs</span></a> <a href="https://mastodon.social/tags/TLEs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TLEs</span></a></p>
Tracy Rosenberg<p>"If <a href="https://sfba.social/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> solved <a href="https://sfba.social/tags/affordability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>affordability</span></a>, then Vancouver, BC would be the most affordable city in North America; instead, it’s the most expensive city". <a href="https://sfba.social/tags/housing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>housing</span></a> <a href="https://48hills.org/2025/04/planning-hearing-on-upzoning-shows-the-two-worlds-of-housing-advocates/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">48hills.org/2025/04/planning-h</span><span class="invisible">earing-on-upzoning-shows-the-two-worlds-of-housing-advocates/</span></a></p>
💧🌏 Greg Cocks<p>Turbulence Characteristics Of Ice-Free Radiatively Driven Convection In A Deep, Unstratified Lake<br />--<br /><a href="https://doi.org/10.1029/2024GL112607" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="">doi.org/10.1029/2024GL112607</span><span class="invisible"></span></a> &lt;-- shared paper<br />--<br />[anecdotally, I have experienced this scuba diving in a drysuit in WA and BC, especially in freshwater, so it is wonderful to see some background]<br /><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="tag">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="tag">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="tag">#<span>mapping</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="tag">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/ROV" class="mention hashtag" rel="tag">#<span>ROV</span></a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="tag">#<span>water</span></a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="tag">#<span>hydrology</span></a> <a href="https://techhub.social/tags/underwater" class="mention hashtag" rel="tag">#<span>underwater</span></a> <a href="https://techhub.social/tags/GreatLakes" class="mention hashtag" rel="tag">#<span>GreatLakes</span></a> <a href="https://techhub.social/tags/LakeSuperior" class="mention hashtag" rel="tag">#<span>LakeSuperior</span></a> <a href="https://techhub.social/tags/density" class="mention hashtag" rel="tag">#<span>density</span></a> <a href="https://techhub.social/tags/temperature" class="mention hashtag" rel="tag">#<span>temperature</span></a> <a href="https://techhub.social/tags/freshwater" class="mention hashtag" rel="tag">#<span>freshwater</span></a> <a href="https://techhub.social/tags/lake" class="mention hashtag" rel="tag">#<span>lake</span></a> <a href="https://techhub.social/tags/stratified" class="mention hashtag" rel="tag">#<span>stratified</span></a> <a href="https://techhub.social/tags/stratification" class="mention hashtag" rel="tag">#<span>stratification</span></a> <a href="https://techhub.social/tags/colder" class="mention hashtag" rel="tag">#<span>colder</span></a> <a href="https://techhub.social/tags/warmer" class="mention hashtag" rel="tag">#<span>warmer</span></a> <a href="https://techhub.social/tags/mixing" class="mention hashtag" rel="tag">#<span>mixing</span></a> <a href="https://techhub.social/tags/convective" class="mention hashtag" rel="tag">#<span>convective</span></a> <a href="https://techhub.social/tags/survey" class="mention hashtag" rel="tag">#<span>survey</span></a> <a href="https://techhub.social/tags/energy" class="mention hashtag" rel="tag">#<span>energy</span></a></p>
Otis White<p>It’s early days for S.F. Mayor Lurie, but he understands one of the things that's needed for turning around complex problems: You have to fix broken systems. In this case, the zoning and permitting of dense <a href="https://urbanists.social/tags/housing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>housing</span></a> projects near transit stops. Announcing and achieving are different things, of course, but Lurie has a plan. Now, let’s see if he has follow-through. <a href="https://www.sfchronicle.com/sf/article/lurie-housing-rezoning-plan-20255343.php" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">sfchronicle.com/sf/article/lur</span><span class="invisible">ie-housing-rezoning-plan-20255343.php</span></a> <a href="https://urbanists.social/tags/mayors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mayors</span></a> <a href="https://urbanists.social/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a></p>
Some Bits: Nelson's Linkblog<p>SF proposed zoning map: Interactive for the draft plan to allow major new housing in San Francisco<br><a href="https://experience.arcgis.com/experience/6e0e399f9c82456dbda233eacebc433d/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">experience.arcgis.com/experien</span><span class="invisible">ce/6e0e399f9c82456dbda233eacebc433d/</span></a><br> <a href="https://tech.lgbt/tags/sanfrancisco" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sanfrancisco</span></a> <a href="https://tech.lgbt/tags/california" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>california</span></a> <a href="https://tech.lgbt/tags/politics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>politics</span></a> <a href="https://tech.lgbt/tags/housing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>housing</span></a> <a href="https://tech.lgbt/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a> <a href="https://tech.lgbt/tags/uspol" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>uspol</span></a> #+</p>
Journal of Plant Ecology<p>Bingqian Su et al. established a <a href="https://mastodon.social/tags/Database" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Database</span></a> based on <a href="https://mastodon.social/tags/RobiniaPseudoacacia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RobiniaPseudoacacia</span></a> growth and its driving factors on China’s <a href="https://mastodon.social/tags/LoessPlateau" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LoessPlateau</span></a>, developed <a href="https://mastodon.social/tags/PlantGrowthModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PlantGrowthModels</span></a> considering <a href="https://mastodon.social/tags/ForestAge" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ForestAge</span></a>, <a href="https://mastodon.social/tags/Density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Density</span></a>, <a href="https://mastodon.social/tags/ClimateFactors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateFactors</span></a> and <a href="https://mastodon.social/tags/TopographicFactors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TopographicFactors</span></a> using <a href="https://mastodon.social/tags/LinearRegression" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LinearRegression</span></a> and three <a href="https://mastodon.social/tags/MachineLearningMethods" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearningMethods</span></a>.<br><a href="https://doi.org/10.1093/jpe/rtae104" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1093/jpe/rtae104</span><span class="invisible"></span></a></p>
Otis White<p>MA has a law requiring <a href="https://urbanists.social/tags/suburbs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>suburbs</span></a> to plan for and permit multifamily <a href="https://urbanists.social/tags/housing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>housing</span></a> near commuter-rail stations. Studies show this would be good for the region AND for the communities. Just one thing: Local voters aren’t buying it. What’s the way forward? How about grassroots groups that learn about and advocate for <a href="https://urbanists.social/tags/walkable" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>walkable</span></a> cities that include … hmm, denser housing near <a href="https://urbanists.social/tags/transit" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>transit</span></a>. <a href="https://commonwealthbeacon.org/transportation/suburban-commuter-rail-stations-need-more-housing-density-new-report-says/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">commonwealthbeacon.org/transpo</span><span class="invisible">rtation/suburban-commuter-rail-stations-need-more-housing-density-new-report-says/</span></a> <a href="https://urbanists.social/tags/density" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>density</span></a></p>