Chemical composition from photos: Dried solution drops reveal a morphogenetic tree
Under nonequilibrium conditions, inorganic systems can produce a wealth of life-like shapes and patterns which, compared to well-formed crystalline materials, remain widely unexplored. A seemingly simple example is the formation of salt deposits during the evaporation of sessile droplets. These evap...
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Veröffentlicht in: | Proceedings of the National Academy of Sciences - PNAS 2024-07, Vol.121 (27), p.e2405963121 |
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creator | Batista, Bruno C Tekle, Semhare D Yan, Jie Dangi, Beni B Steinbock, Oliver |
description | Under nonequilibrium conditions, inorganic systems can produce a wealth of life-like shapes and patterns which, compared to well-formed crystalline materials, remain widely unexplored. A seemingly simple example is the formation of salt deposits during the evaporation of sessile droplets. These evaporites show great variations in their specific patterns including single rings, creep, small crystals, fractals, and featureless disks. We have explored the patterns of 42 different salts at otherwise constant conditions. Based on 7,500 images, we show that distinct pattern families can be identified and that some salts (e.g., Na
SO
and NH
NO
) are bifurcated creating two distinct motifs. Family affiliations cannot be predicted a priori from composition alone but rather emerge from the complex interplay of evaporation, crystallization, thermodynamics, capillarity, and fluid flow. Nonetheless, chemical composition can be predicted from the deposit pattern with surprisingly high accuracy even if the set of reference images is small. These findings suggest possible applications including smartphone-based analyses and lightweight tools for space missions. |
doi_str_mv | 10.1073/pnas.2405963121 |
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SO
and NH
NO
) are bifurcated creating two distinct motifs. Family affiliations cannot be predicted a priori from composition alone but rather emerge from the complex interplay of evaporation, crystallization, thermodynamics, capillarity, and fluid flow. Nonetheless, chemical composition can be predicted from the deposit pattern with surprisingly high accuracy even if the set of reference images is small. These findings suggest possible applications including smartphone-based analyses and lightweight tools for space missions.</description><identifier>ISSN: 0027-8424</identifier><identifier>ISSN: 1091-6490</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.2405963121</identifier><identifier>PMID: 38923988</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Ammonium nitrate ; Capillarity ; Chemical composition ; Crystallization ; Crystals ; Evaporation ; Fluid flow ; Fractals ; Nonequilibrium conditions ; Physical Sciences ; Salt deposits ; Sodium sulfate ; Space missions</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2024-07, Vol.121 (27), p.e2405963121</ispartof><rights>Copyright National Academy of Sciences Jul 2, 2024</rights><rights>Copyright © 2024 the Author(s). Published by PNAS. 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c265t-213e0e987ef05ec36d298116287a08303f319176b2ac0705f4b013714ef8a5e73</cites><orcidid>0000-0002-7525-6399 ; 0009-0006-7740-3125 ; 0000-0002-1866-8725</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11228500/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11228500/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38923988$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Batista, Bruno C</creatorcontrib><creatorcontrib>Tekle, Semhare D</creatorcontrib><creatorcontrib>Yan, Jie</creatorcontrib><creatorcontrib>Dangi, Beni B</creatorcontrib><creatorcontrib>Steinbock, Oliver</creatorcontrib><title>Chemical composition from photos: Dried solution drops reveal a morphogenetic tree</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>Under nonequilibrium conditions, inorganic systems can produce a wealth of life-like shapes and patterns which, compared to well-formed crystalline materials, remain widely unexplored. A seemingly simple example is the formation of salt deposits during the evaporation of sessile droplets. These evaporites show great variations in their specific patterns including single rings, creep, small crystals, fractals, and featureless disks. We have explored the patterns of 42 different salts at otherwise constant conditions. Based on 7,500 images, we show that distinct pattern families can be identified and that some salts (e.g., Na
SO
and NH
NO
) are bifurcated creating two distinct motifs. Family affiliations cannot be predicted a priori from composition alone but rather emerge from the complex interplay of evaporation, crystallization, thermodynamics, capillarity, and fluid flow. Nonetheless, chemical composition can be predicted from the deposit pattern with surprisingly high accuracy even if the set of reference images is small. These findings suggest possible applications including smartphone-based analyses and lightweight tools for space missions.</description><subject>Ammonium nitrate</subject><subject>Capillarity</subject><subject>Chemical composition</subject><subject>Crystallization</subject><subject>Crystals</subject><subject>Evaporation</subject><subject>Fluid flow</subject><subject>Fractals</subject><subject>Nonequilibrium conditions</subject><subject>Physical Sciences</subject><subject>Salt deposits</subject><subject>Sodium sulfate</subject><subject>Space missions</subject><issn>0027-8424</issn><issn>1091-6490</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNpdkUFP3DAQhS1UVBbaM7cqUi9cAjN2HNu9VGihBQkJCdGz5fVOWKMkTu0EiX_fLFBaOM3hfe_pjR5jhwjHCEqcDL3Lx7wCaWqBHHfYAsFgWVcGPrAFAFelrni1x_ZzvgcAIzV8ZHtCGy6M1gt2s9xQF7xrCx-7IeYwhtgXTYpdMWziGPO34iwFWhc5ttOTtk5xyEWiB5pNruhimsE76mkMvhgT0Se227g20-eXe8B-_Ti_XV6UV9c_L5enV6XntRxLjoKAjFbUgCQv6jU3GrHmWjnQAkQj0KCqV9x5UCCbagUoFFbUaCdJiQP2_Tl3mFYdrT31Y3KtHVLoXHq00QX7VunDxt7FB4vIuZYAc8LRS0KKvyfKo-1C9tS2rqc4ZStAcWW0MTijX9-h93FK_fzflqpBcgnbSifPlE8x50TNaxsEux3Mbgez_wabHV_-f-KV_7uQ-AOrOZG2</recordid><startdate>20240702</startdate><enddate>20240702</enddate><creator>Batista, Bruno C</creator><creator>Tekle, Semhare D</creator><creator>Yan, Jie</creator><creator>Dangi, Beni B</creator><creator>Steinbock, Oliver</creator><general>National Academy of Sciences</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-7525-6399</orcidid><orcidid>https://orcid.org/0009-0006-7740-3125</orcidid><orcidid>https://orcid.org/0000-0002-1866-8725</orcidid></search><sort><creationdate>20240702</creationdate><title>Chemical composition from photos: Dried solution drops reveal a morphogenetic tree</title><author>Batista, Bruno C ; 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SO
and NH
NO
) are bifurcated creating two distinct motifs. Family affiliations cannot be predicted a priori from composition alone but rather emerge from the complex interplay of evaporation, crystallization, thermodynamics, capillarity, and fluid flow. Nonetheless, chemical composition can be predicted from the deposit pattern with surprisingly high accuracy even if the set of reference images is small. These findings suggest possible applications including smartphone-based analyses and lightweight tools for space missions.</abstract><cop>United States</cop><pub>National Academy of Sciences</pub><pmid>38923988</pmid><doi>10.1073/pnas.2405963121</doi><orcidid>https://orcid.org/0000-0002-7525-6399</orcidid><orcidid>https://orcid.org/0009-0006-7740-3125</orcidid><orcidid>https://orcid.org/0000-0002-1866-8725</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Ammonium nitrate Capillarity Chemical composition Crystallization Crystals Evaporation Fluid flow Fractals Nonequilibrium conditions Physical Sciences Salt deposits Sodium sulfate Space missions |
title | Chemical composition from photos: Dried solution drops reveal a morphogenetic tree |
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