<?xml version="1.0" encoding="UTF-8" ?><!-- generator=Zoho Sites --><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><atom:link href="http://soilinq-test.zohosites.ca/news_and_events/tag/research-n-development/feed" rel="self" type="application/rss+xml"/><title>SoiLiNQ - News &amp; Events #R&amp;D</title><description>SoiLiNQ - News &amp; Events #R&amp;D</description><link>http://soilinq-test.zohosites.ca/news_and_events/tag/research-n-development</link><lastBuildDate>Wed, 10 Jun 2026 09:09:52 -0400</lastBuildDate><generator>http://zoho.com/sites/</generator><item><title><![CDATA[The Decline of Urban Wetlands]]></title><link>http://soilinq-test.zohosites.ca/news_and_events/post/the-decline-of-urban-wetlands</link><description><![CDATA[<img align="left" hspace="5" src="http://soilinq-test.zohosites.ca/Blog Images/wetlands_river.png"/>Wetlands are vital for cities but are quietly degrading due to pollution, salinity, and water imbalance, harming soil, plants, and animals in a fragile chain reaction. Monitoring soil conditions with sensors enables early detection and smarter, proactive conservation to prevent ecosystem collapse.]]></description><content:encoded><![CDATA[<div class="zpcontent-container blogpost-container "><div data-element-id="elm_RiascXj1_J8htU43mRKD4w" data-element-type="section" class="zpsection zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_xsaWoahIcsxVx-xB00ZyBg" data-element-type="row" class="zprow zprow-container zpalign-items-center zpjustify-content-flex-start " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_ykO3T-sTbqZVMwbm6ecgeA" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_Oc2FBQDboBOjjU1jyfPNJA" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_Oc2FBQDboBOjjU1jyfPNJA"] .zpimage-container figure img { width: 655px ; height: 357.38px ; } } @media (max-width: 767px) { [data-element-id="elm_Oc2FBQDboBOjjU1jyfPNJA"] .zpimage-container figure img { width:415px ; height:283.04px ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-fit zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit "><figure role="none" class="zpimage-data-ref"><span class="zpimage-anchor"><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/Blog%20Images/16Apri2026_wetland_city.png" width="415" height="283.04" loading="lazy" size="fit"/></picture></span></figure></div>
</div></div><div data-element-id="elm_roG0afwRukybMwACnqp_dQ" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_RWkIeNbjf5fAk8sFKqh51g" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-left zptext-align-mobile-left zptext-align-tablet-left " data-editor="true"><p><span><span></span></span></p><p><span>Wetlands play a critical role in flood mitigation, water purification, and biodiversity support - all very important services to urban areas.&nbsp;</span></p><p><span>Yet they constantly face threats from pollution, sediment buildup, and disrupted water levels caused by rapid urbanization.</span></p><br/><p>This creates <a href="https://www.britannica.com/science/habitat-loss" title="habitat loss" rel="">habitat loss</a>.</p><p><span><br/></span></p><p><span></span></p><div>At the surface, wetlands may look healthy from being surrounded by patches of vegetation and wildlife.</div><div>The soil however tells a different story: a slow, silent decline in habitat quality.&nbsp;</div><div><br/></div><div>Unhealthy wetland soil doesn't just affect the mud. It affects every living thing that depends on it.</div><p></p><p></p></div>
</div></div></div></div></div><div data-element-id="elm__dBVf5JTDce8XiAWuVzGXg" data-element-type="section" class="zpsection zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_GtFvgGIa61zecs7B4ROlcA" data-element-type="row" class="zprow zprow-container zpalign-items-center zpjustify-content-flex-start " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_4mGZW0tjQYrEIN40ZxMQ2A" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_m9rm-6qHQGyDsI-llYNBoA" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-left zptext-align-mobile-left zptext-align-tablet-left " data-editor="true"><p></p><p><span style="font-weight:bold;"><span style="color:rgb(34, 135, 34);">Flora&nbsp;</span></span>- the plants that define a wetland are often the first to suffer. Cattails, sedges, and other aquatic vegetation depend on specific soil conditions.</p><ul><li><p><a href="https://www.researchgate.net/publication/228568245_Ecological_risk_to_aquatic_systems_from_salinity_increases" title="When salinity is too high, they begin to wither" target="_blank" rel="">W</a><a href="https://www.researchgate.net/publication/228568245_Ecological_risk_to_aquatic_systems_from_salinity_increases" title="When salinity is too high, they begin to wither" target="_blank" rel="">hen salinity is too high, they begin to wither</a>.</p></li><li><p>Too much nutrient pollution, and aggressive invasive plants like <a href="https://maisrc.umn.edu/about-phragmites" target="_blank" rel="">phragmites</a>&nbsp;<a href="https://maisrc.umn.edu/about-phragmites"></a>outcompete native species.&nbsp;</p></li><li><p><a href="https://www.sciencedirect.com/science/article/pii/S0048969724026779" title="Water levels too low, and the seed bank dries out permanently." target="_blank" rel="">Water levels too low, and the seed bank dries out permanently</a><a href="https://www.sciencedirect.com/science/article/pii/S0048969724026779" title="Water levels too low, and the seed bank dries out permanently." rel="">.</a> Too high or stagnant, and oxygen is depleted, choking root systems.</p></li></ul><p><br/></p><p><span style="font-weight:bold;color:rgb(34, 135, 34);">Fauna </span>follow close behind:</p><ul><li><p>Amphibians like frogs and salamanders need stable moisture and specific water chemistry to breed.&nbsp;<a href="https://www.britannica.com/animal/macroinvertebrate" title="Macroinvertebrates" target="_blank" rel=""></a></p></li></ul><ul><li><a href="https://www.britannica.com/animal/macroinvertebrate" title="Macroinvertebrates" target="_blank" rel="">Macroinvertebrates</a> like dragonfly nymphs, caddisflies, and mayflies - live in the soil and water interface; when soil quality degrades, their populations crash.&nbsp;</li></ul></div>
</div></div><div data-element-id="elm_1J3C6rbYCk8KXe67MWLsTw" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_XGNz4_zn2JMjFT705ntcxg" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_XGNz4_zn2JMjFT705ntcxg"] .zpimage-container figure img { width: 655px ; height: 357.38px ; } } @media (max-width: 767px) { [data-element-id="elm_XGNz4_zn2JMjFT705ntcxg"] .zpimage-container figure img { width:415px ; height:276.63px ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-fit zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit "><figure role="none" class="zpimage-data-ref"><span class="zpimage-anchor"><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/Blog%20Images/peatland.png" width="415" height="276.63" loading="lazy" size="fit"/></picture></span></figure></div>
</div></div></div></div></div><div data-element-id="elm_WKutO0tUFKRSq-scuZRlLQ" data-element-type="section" class="zpsection "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_4sMXROdkfTbNfHhtahvK0g" data-element-type="row" class="zprow zprow-container zpalign-items- zpjustify-content- " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_34w7eABWLN0PTmMTjzn0Ww" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-12 zpcol-sm-12 zpalign-self- "><style type="text/css"></style><div data-element-id="elm_tE2muRCpNMOBez2TLk0_6A" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-center zptext-align-mobile-center zptext-align-tablet-center " data-editor="true"><p><span><span></span></span></p><p></p><p></p><p style="text-align:left;"><span style="font-weight:700;font-size:24px;">Interconnected Systems are Fragile</span></p><p style="text-align:left;">Soil chemistry shifts slightly <span style="font-weight:bold;">→</span> a few plant species decline <span style="font-weight:bold;">→</span> insects lose their food source <span style="font-weight:bold;">→</span> Birds stop nesting.</p><div style="text-align:left;"><div><br/></div><div><a href="https://www.researchgate.net/publication/383183116_The_Interconnectedness_of_Living_Organisms_and_Their_Environment" title="Ecosystems foster intricate relationships" target="_blank" rel="">Ecosystems foster </a><span style="color:rgb(34, 135, 84);"><a href="https://www.researchgate.net/publication/383183116_The_Interconnectedness_of_Living_Organisms_and_Their_Environment" title="Ecosystems foster intricate relationships" target="_blank" rel="">intricate relationships</a></span> among its inhabitants that are sensitive to slight imbalances, making them vulnerable to even the smallest disturbances.</div></div></div>
</div></div></div></div></div><div data-element-id="elm_LBxapITKlNy7JGkq1jwjug" data-element-type="section" class="zpsection zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_s4sUyNyRMiT3QMCry72wYg" data-element-type="row" class="zprow zprow-container zpalign-items-center zpjustify-content-flex-start " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_HVbFIavsHqisYvEncVBBVg" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_OjSkn0_QLnxdUcIAPWZYoQ" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_OjSkn0_QLnxdUcIAPWZYoQ"] .zpimage-container figure img { width: 655px ; height: 357.38px ; } } @media (max-width: 767px) { [data-element-id="elm_OjSkn0_QLnxdUcIAPWZYoQ"] .zpimage-container figure img { width:415px ; height:283.04px ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-fit zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit "><figure role="none" class="zpimage-data-ref"><span class="zpimage-anchor"><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/Blog%20Images/wetland_degraded_edit.png" width="415" height="283.04" loading="lazy" size="fit"/></picture></span></figure></div>
</div></div><div data-element-id="elm_Pk4whx6orD3sejALaPwzRg" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_8RkRUzxcWxv5G5a3EZVTTA" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-left zptext-align-mobile-left zptext-align-tablet-left " data-editor="true"><p><span><span></span></span></p><p><span></span></p><div><p></p><p></p><span style="font-size:26px;"><span style="font-weight:700;">Consequences</span></span><div></div><p></p><span style="font-size:26px;"><p></p></span><div><div>Each spring, winter road salt washes into wetlands - the first signs of too much salinity are&nbsp;<a href="https://www.mdpi.com/2071-1050/13/22/12758"><span style="text-decoration:underline;"></span></a><a href="https://www.mdpi.com/2071-1050/13/22/12758" title="wilting plants " rel="">wilting plants</a> and declining <a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC5539974/#:%7E:text=Background%2Crepeatedly observed in saline wetlands." target="_blank" rel="">amphibian populations</a>.</div></div><div><br/><p>Nutrient overload follows - runoff rich in nitrogen and phosphorus fuels <a href="https://www.des.ucdavis.edu/faculty/Rejmankova/Reading_Dec6-10.pdf" title="algal blooms" target="_blank" rel="">algal blooms</a> that drain oxygen and block sunlight, turning clear aquatic habitats into green, stagnant pools.&nbsp;</p><br/><p>Moisture patterns also shift - upstream development disrupts water flow - too little dries wetlands out, too much floods them. Both extremes destroy habitat, but moisture sensors can flag the imbalance before it becomes irreversible.</p><br/><p>Stressed systems invite <a href="https://www.des.ucdavis.edu/faculty/Rejmankova/Reading_Dec6-10.pdf" title="invasive species" target="_blank" rel="">invasive species</a> - Balsam and Loosestrife take hold, further altering soil chemistry and crowding out native life.</p><br/><p>These failures aren’t due to a lack of intent - they stem from a lack of visibility. Wetlands are living systems, and managing them effectively requires seeing what’s changing beneath the surface.</p></div></div></div>
</div></div></div></div></div><div data-element-id="elm_U4dmEL7ZlzEk7YrU9lwZOg" data-element-type="section" class="zpsection zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_QhywpZ6HPFYAcFTfPC8gww" data-element-type="row" class="zprow zprow-container zpalign-items-flex-start zpjustify-content-flex-start zpdefault-section zpdefault-section-bg " data-equal-column="false"><style type="text/css"></style><div data-element-id="elm_I7r1pdRog37QTBd7MshT3Q" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-12 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_1ofjx-GSJMRzIcJb-62q3Q" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-center zptext-align-mobile-center zptext-align-tablet-center " data-editor="true"><p><span><span></span></span></p><p></p><p></p><p style="text-align:left;"><span style="font-weight:700;font-size:24px;"></span></p><span><span><p></p><p></p><p></p><p style="text-align:left;"><span style="font-weight:700;font-size:24px;"></span></p><p style="text-align:left;"><span style="font-weight:700;font-size:26px;">Improving Wetland Management</span></p><p style="text-align:left;">Recent advances in soil sensors - measuring moisture temperature, and more - have proven that continuous data transforms how we manage living systems.&nbsp; Not all products are suitable; managing living systems from a lab will only get you so far, so systems with long reach and rich data become important.&nbsp;</p><p style="text-align:left;"><br/></p><p style="text-align:left;">For example,&nbsp;<a href="/products" title="SoiLiNQ" target="_blank" rel="" style="font-weight:bold;color:rgb(34, 135, 84);">SoiLiNQ</a>&nbsp;has a very long reach, collects more data per unit than any other sensor on the market, and is projected to monitor on-site for 10 years or more. That makes it perfect for low cost, long term, directing monitoring - exactly the kind of &quot;eyes on&quot; approach that would work to save our wetlands.</p><p style="text-align:left;"><br/></p><p style="text-align:left;">They show which wetlands thrive or decline, confirm restoration progress - or step in early - and move from reactive response to proactive stewardship through:<br/></p><p style="text-align:left;"><span style="font-weight:700;">Smarter Decisions</span></p><ul><li><p style="text-align:left;">Targeted restoration. Instead of guessing which wetland to restore, cities can use data to prioritize sites where intervention will have the greatest ecological impact.</p></li><li><p style="text-align:left;">Better upstream management. Data reveals whether contaminated runoff from nearby streets is harming the wetland, enabling cities to address the source - not just treat the symptom.</p></li></ul><p style="text-align:left;"><span style="font-weight:700;">Stronger Accountability</span></p><p></p><div style="text-align:left;"><div></div></div><p></p><ul><li><p style="text-align:left;"><span>Defensible data. State and provincial governing bodies can prove compliance with clean water regulations or justify investments in green infrastructure with real evidence, not anecdotes.</span></p></li><li><p style="text-align:left;"><span>Community engagement. Visible and accessible data translates into stories residents can understand: &quot;This wetland is home to 23 plant species because we are monitoring its health.&quot;</span></p></li></ul><div style="text-align:left;"><br/></div><div style="text-align:left;"><span><span><p><span style="font-weight:700;">The Alternative: </span><span>await visible failure - dead plants, absent wildlife, foul water&nbsp;</span></p></span></span></div></span></span><div style="text-align:left;"><div></div></div></div>
</div></div></div></div></div><div data-element-id="elm_rXvD3mPZE58eghTVhMv-EQ" data-element-type="section" class="zpsection zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_riimPEfwdH0zLGnc0rH0sg" data-element-type="row" class="zprow zprow-container zpalign-items-center zpjustify-content-flex-start " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_AW9J6H0ikozpMznJ9FA4kw" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_4dFN-vWcvQXbg_Z2MUOUgQ" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-left zptext-align-mobile-left zptext-align-tablet-left " data-editor="true"><p><span><span></span></span></p><p></p><p><span style="font-weight:bold;"><span style="color:rgb(34, 135, 34);"></span></span></p><span><span><p><span style="color:rgb(34, 135, 34);font-size:24px;font-weight:700;">More than just another Park<br/></span></p><p><span><br/></span></p><p><span>Urban wetlands are worth protecting. They aren't just pretty places to walk through and forget about; they're living spaces that we depend on.</span></p><p><span><br/></span></p><p><span>Soil sensors don't replace wetland ecologists or conservationists. They give those experts key information to inform best the decisions possible - catching problems early, intervening precisely, and preserving habitat for generations to come.</span></p></span></span><p></p><p></p><p></p></div>
</div></div><div data-element-id="elm_ZuNxqgIZwLU2urdsdSzEjQ" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-6 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_J1unTA31r0ND_fPXYCYQsQ" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_J1unTA31r0ND_fPXYCYQsQ"] .zpimage-container figure img { width: 655px ; height: 357.38px ; } } @media (max-width: 767px) { [data-element-id="elm_J1unTA31r0ND_fPXYCYQsQ"] .zpimage-container figure img { width:415px ; height:276.63px ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-fit zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit "><figure role="none" class="zpimage-data-ref"><span class="zpimage-anchor"><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/Blog%20Images/wetlands_river.png" width="415" height="276.63" loading="lazy" size="fit"/></picture></span></figure></div>
</div></div></div></div></div><div data-element-id="elm_R9TVcNeazrucxXfRhDS9mQ" data-element-type="section" class="zpsection "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_H7uucW3PSAPPdzVCmZtRXQ" data-element-type="row" class="zprow zprow-container zpalign-items- zpjustify-content- " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_IV1fL2BGIDM1GqzAYDo8hA" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-12 zpcol-sm-12 zpalign-self- "><style type="text/css"></style><div data-element-id="elm_BWwyvnw5kSwydh0dGA8yGQ" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-center zptext-align-mobile-center zptext-align-tablet-center " data-editor="true"><p style="text-align:left;"><span style="font-weight:bold;font-size:26px;">Further Reading</span></p><p style="text-align:left;"><span style="font-size:26px;"></span></p><p style="text-align:left;">Find out more about <span style="text-decoration:underline;"><a href="https://europe.wetlands.org/wetlands/what-are-wetlands/" title="Wetlands and threats posed against them" rel="">Wetlands and threats posed against them</a></span></p></div>
</div></div></div></div></div></div> ]]></content:encoded><pubDate>Wed, 29 Apr 2026 13:43:15 +0000</pubDate></item><item><title><![CDATA[Trust is a Requirement, Not a Feature]]></title><link>http://soilinq-test.zohosites.ca/news_and_events/post/trust-is-a-requirement</link><description><![CDATA[<img align="left" hspace="5" src="http://soilinq-test.zohosites.ca/Blog Images/machine_learning.png"/>Ginkgo, OCI, and Vineland Research are cooperating on Machine Learning R&D for GreenTech. This ML Project will be by Sean Militello at Ginkgo Sustainability, and Rhoda de Jonge, at Vineland Research and Innovation Centre. It will leverage the SoiLiNQ proprietary sensor.]]></description><content:encoded><![CDATA[<div class="zpcontent-container blogpost-container "><div data-element-id="elm_UENV8MOaR8WKG4ivsn-rtg" data-element-type="section" class="zpsection "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_xk5BpknPSwC0Hm0O7p2AvA" data-element-type="row" class="zprow zprow-container zpalign-items-flex-start zpjustify-content- " data-equal-column="false"><style type="text/css"></style><div data-element-id="elm_lDZiDW52QZCEBaQXSTTB6g" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-12 zpcol-sm-12 zpalign-self- "><style type="text/css"></style><div data-element-id="elm_-YcBDCBlTXysFd8CG_iEGw" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-center zptext-align-mobile-center zptext-align-tablet-center " data-editor="true"><span><span><p style="margin-bottom:12pt;"><span style="font-weight:700;font-size:24px;">Driving Smarter Plant Health Insights Through Partnership and Innovation</span></p><p style="text-align:justify;margin-bottom:12pt;">At <span style="font-weight:700;"><a href="https://www.ginkgosustainability.com/" title="Ginkgo Sustainability Inc." target="_blank" rel="">Ginkgo Sustainability Inc.</a></span>, we believe that better data leads to better decisions - especially when it comes to the health of the living environments we help build and maintain. That’s why we’re thrilled to launch a collaborative project with <span style="font-weight:700;"><a href="https://vinelandresearch.com/" title="Vineland Research &amp; Innovation Centre" target="_blank" rel="">Vineland Research &amp; Innovation Centre</a></span> and the <span style="font-weight:700;"><a href="https://www.oc-innovation.ca/" title="Ontario Centre of Innovation" target="_blank" rel="">Ontario Centre of Innovation</a></span>, funded in part by OCI’s Critical Industrial Technologies program, to push the boundaries of machine learning to create a classification and prediction systems that we can trust.<br/></p><p style="text-align:justify;margin-bottom:12pt;"><span>This project marries cutting-edge technology with practical horticultural expertise. We’re using </span><span style="font-weight:700;">SoiLiNQ™</span><span>, our soil and plant health IoT platform, to gather high-quality environmental data and build machine learning (ML) infrastructure that turns that data into meaningful insights.</span></p><p style="margin-bottom:12pt;"></p><div><span><br/></span></div></span></span></div>
</div><div data-element-id="elm_MOcfevNsrYIyVjWlp7kIrw" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_MOcfevNsrYIyVjWlp7kIrw"] .zpimage-container figure img { width: 500px ; height: 389.06px ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-medium zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit hb-lightbox " data-lightbox-options="
                type:fullscreen,
                theme:dark"><figure role="none" class="zpimage-data-ref"><span class="zpimage-anchor" role="link" tabindex="0" aria-label="Open Lightbox" style="cursor:pointer;"><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/Blog%20Images/machine_learning.png" size="medium" data-lightbox="true"/></picture></span></figure></div>
</div><div data-element-id="elm_EJi1LnV9vKtg2NSlcE1DkQ" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-left zptext-align-mobile-left zptext-align-tablet-left " data-editor="true"><p></p><div><div><br/></div><div><h3 style="margin-bottom:4pt;text-align:center;"><span>What Makes This Collaboration Special</span></h3><h3 style="margin-bottom:4pt;text-align:justify;"></h3><ul><li><div style="text-align:left;"><span style="font-weight:700;">Real-world expertise meets advanced technology</span></div><div style="text-align:left;">Vineland brings scientific and analytical rigor to carefully guide data collection and ensure it’s accurate and verifiable. The ML pipeline will be built using clean, trustworthy data, and deliver business intelligence customers can rely on.</div><br/></li><li><div style="text-align:left;"><span style="font-weight:700;">Technology that works for many communities</span></div><div style="text-align:left;">Using SoiLiNQ sensors to capture continuous data from a range soil and plant combinations, the project will deliver multiple narrowly scoped, highly effective machine learning models that users can trust, rather than a single model that gets it right some of the time.</div><br/></li><li><div style="text-align:left;"><span style="font-weight:700;">Building for the future&nbsp;</span></div><div style="text-align:left;">Our goal is not only to analyze data but to create an efficient ML pipeline that scales with user needs, delivering predictive and prescriptive insights that help users act with confidence.<br/><br/></div></li></ul><p style="margin-bottom:12pt;text-align:justify;">We look forward to sharing progress as the project evolves toward completion this&nbsp;<span style="font-weight:700;">September 2026</span>. Stay tuned for updates, and if you haven’t already, follow&nbsp;<span style="font-weight:700;">SoiLiNQ at&nbsp;<a href="http://www.soilinq.ca/"></a><a href="https://www.soilinq.ca/" rel="">www.soilinq.ca</a></span>&nbsp;to learn how actionable plant health insights can support your work.</p></div></div><p></p></div>
</div><div data-element-id="elm_oiEO6cfDydgGZWblxHuAHQ" data-element-type="row" class="zprow zprow-container zpalign-items-flex-start zpjustify-content-flex-start zpdefault-section zpdefault-section-bg " data-equal-column="false"><style type="text/css"></style><div data-element-id="elm_L60hCly_k2dpNNTffugftg" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-4 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_ZSd9nt_CKmw2K0IO3BTZzg" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_ZSd9nt_CKmw2K0IO3BTZzg"] .zpimage-container figure img { width: 427px ; height: 108.54px ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-fit zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit "><figure role="none" class="zpimage-data-ref"><a class="zpimage-anchor" href="https://vinelandresearch.com/" target="_blank" title="Vineland Research &amp;amp; Innovation Centre" rel=""><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/Blog%20Images/VinelandLogo_NoCircle.png" size="fit"/></picture></a></figure></div>
</div></div><div data-element-id="elm_fq_XRp-N0cxF9I1KjPAPAg" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-4 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_PgU1JJyJdRqbgp0UjTr3oA" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_PgU1JJyJdRqbgp0UjTr3oA"] .zpimage-container figure img { width: 427px ; height: 135.31px ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-fit zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit "><figure role="none" class="zpimage-data-ref"><a class="zpimage-anchor" href="https://www.ginkgosustainability.com/" target="_blank" title="Ginkgo Sustainability Inc." rel=""><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/images/Ginkgo-Horizontal-Logo-RGB-Large.png" size="fit"/></picture></a></figure></div>
</div></div><div data-element-id="elm_YeAj5evfbXKQ0JSUANo-fQ" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-4 zpcol-sm-12 zpalign-self- zpdefault-section zpdefault-section-bg "><style type="text/css"></style><div data-element-id="elm_h3ucTDLqd1M56_fJEYV97w" data-element-type="image" class="zpelement zpelem-image "><style> @media (min-width: 992px) { [data-element-id="elm_h3ucTDLqd1M56_fJEYV97w"] .zpimage-container figure img { width: 340px !important ; height: 140px !important ; } } </style><div data-caption-color="" data-size-tablet="" data-size-mobile="" data-align="center" data-tablet-image-separate="false" data-mobile-image-separate="false" class="zpimage-container zpimage-align-center zpimage-tablet-align-center zpimage-mobile-align-center zpimage-size-custom zpimage-tablet-fallback-fit zpimage-mobile-fallback-fit "><figure role="none" class="zpimage-data-ref"><a class="zpimage-anchor" href="https://www.oc-innovation.ca/" target="_blank" title="Ontario Centre of Innovation" rel=""><picture><img class="zpimage zpimage-style-none zpimage-space-none " src="/images/OCI-logo-English.png" size="custom"/></picture></a></figure></div>
</div></div></div></div></div></div></div></div> ]]></content:encoded><pubDate>Wed, 25 Mar 2026 17:32:34 +0000</pubDate></item></channel></rss>