{"id":466,"date":"2026-03-31T17:17:46","date_gmt":"2026-03-31T08:17:46","guid":{"rendered":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/?post_type=featured_post&#038;p=466"},"modified":"2026-03-31T17:17:46","modified_gmt":"2026-03-31T08:17:46","slug":"202604fa003","status":"publish","type":"featured_post","link":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/featured\/202604fa003\/","title":{"rendered":"Solid-phase fluorescence excitation-emission matrix spectroscopy of soil, fulvic acid fractions, and clay mineral complexes: Evidence from red shift of fluorescence maxima associated with aggregation"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-largest-font-size\">Non-destructive and non-extractive analysis of solid natural samples using fluorescence signals<\/h2>\n\n\n\n<p>Advances in measurement and analysis form the backbone of engineering research. Assistant Professor Yuki Nakaya of the Aquatic Environmental Protection Engineering Laboratory has been making full use of fluorescence measurement instruments developed by a Japanese manufacturer since his graduate student days. By transferring technology across domains, he is now pioneering the investigation of solid-phase excitation\u2013emission matrix (SPF-EEM) spectroscopy for solid samples analysis, contributing to the development of non-destructive and non-extractive methods for analyzing soil. \u201cEvery piece of data that emerges feels entirely new,\u201d he says.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1365\" src=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_02.jpg\" alt=\"\" class=\"wp-image-487\" style=\"width:750px\" srcset=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_02.jpg 2048w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_02-800x533.jpg 800w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_02-1600x1066.jpg 1600w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_02-768x512.jpg 768w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_02-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><figcaption class=\"wp-element-caption\">A scene of soil pretreatment<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Soil analysis without chemical separation<\/h3>\n\n\n\n<p>The end products of organic matter degradation in marine, freshwater, and soil environments, known as humic substances, play important roles in ecosystem health, helping protect soils from erosion, supporting biodiversity, sustaining plant productivity, contributing to carbon storage, and influencing water quality. Despite their environmental importance, these substances cannot be described by unique chemical structures and are instead operationally defined by the analytical techniques used for their extraction and fractionation.<br>Typically, organic compounds are extracted from samples by using alkali solutions and resins. However, the validity of this extraction step itself has become the subject of significant debate in the scientific community in recent years.<br>Some researchers argue that subjecting soil to chemical extraction may alter its original composition and properties, and question whether the extracted components are sufficiently representative of the real conditions, such as the relationships between organic matter and minerals in the environment.<\/p>\n\n\n\n<p>Unlike artificial materials made from uniform components, natural soils are inherently heterogeneous. This raises a fundamental question: how can researchers investigate soil in its natural complexity?<\/p>\n\n\n\n<p>Assistant Professor Yuki Nakaya of the Aquatic Environmental Protection Engineering Laboratory is seeking to move the discussion forward by applying a non-destructive analytical method that uses fluorescent signals emitted directly from soil samples, known as solid-phase fluorescence excitation-emission matrix (SPF-EEM) spectroscopy.<\/p>\n\n\n\n<p>Although solid-state nuclear magnetic resonance (NMR) spectroscopy is a well-established non-destructive technique, its application is limited because it requires extensive sample preparation and labor-intensive analysis. Conventional alkaline-solution based methods as well require very sophisticated and time demanding approach. SPF-EEM spectroscopy offers the advantage of requiring minimal pretreatment for soil analysis.<\/p>\n\n\n\n<p>With little prior research conducted globally, Dr. Nakaya\u2019s students are excited to work on the topic despite the extra effort required to chart unexplored territory: \u201cEverything we try is novel, it makes the research fun.\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1365\" src=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_03.jpg\" alt=\"\" class=\"wp-image-488\" style=\"width:750px\" srcset=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_03.jpg 2048w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_03-800x533.jpg 800w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_03-1600x1066.jpg 1600w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_03-768x512.jpg 768w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_03-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><figcaption class=\"wp-element-caption\">A scene of filling a soil sample into the cell<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">The next challenge is quantitative analysis. Collaborative research on meteorite analysis and water purification is also underway<\/h3>\n\n\n\n<p>Dr. Nakaya attributes the novelty of his approach to soil analysis to his readiness to \u201covercome bias\u201d and availability of high precision equipment. His background is in geoscience and as a student and researcher at Osaka University, he studied humic substances that had accumulated on the bottoms of lakes and seas over hundreds or even thousands of years. Excitation-emission matrix (EEM) fluorescence spectroscopy is a standard analytical method typically applied to liquid samples.<\/p>\n\n\n\n<p>\u201cHigh-sensitivity fluorescence measurement equipment is widely used in fields such as medicine and semiconductor research, \u201d Dr. Nakaya explains. \u201cBut there have been very few attempts to apply it to \u2018earth-colored\u2019 samples. Because soil is dark, it tends to absorb light, so it is usually not considered suitable for fluorescence analysis.\u201d<br>Because his laboratory was not focused on conventional soil extraction and analysis methods, when concerns about the validity of those methods were raised by soil scientists, Dr. Nakaya proposed to HORIBA, Ltd. (headquartered in Kyoto) to test a fluorescence analyzer they had developed on a soil sample collected from a nearby park. The experiment proved to be a turning point that ultimately led to his current research.<br>\u201cWhat made this approach possible was the high performance of the instrument- not only its sensitivity, but also its ability to effectively eliminate unwanted signals such as scattered light,\u201d he says.<\/p>\n\n\n\n<p>Together with colleagues in soil science and geology he is investigating how organic matter in soil emits fluorescence under different conditions. At this stage, they have found that the wavelength (color) of light emitted from the samples varies depending on the state of the organic components. For example, differences appear when the organic matter is dispersed in aqueous solution, when the solution is dried and only organic powder remains, and when the organic matter forms complexes with clay minerals that simulate soil conditions.<\/p>\n\n\n\n<p>While many challenges remain before the method can achieve the level of quantitative analysis already established for liquid fluorescence techniques, Dr. Nakaya and his team are working on examining qualitative data that will serve as a foundation for future research.<\/p>\n\n\n\n<p>The non-destructive analytical approach using fluorescence signals has attracted considerable interest from researchers, and Dr. Nakaya is currently involved in several collaborative projects.<br>\u201cHumic substances may be strongly associated with soil organic matter and geochemistry, but the analytical techniques cut across wide a range of disciplines,\u201d explains Dr. Nakaya, \u201cas far as the analysis of meteorites\u201d. There is a high demand for new non-destructive analytical methods in cosmochemistry. Their objects of study are rare samples that may hold clues to the origins of the universe. The material brought back from space, such as samples brought from the asteroid Ryugu must be divided between researchers; a small portion was also delivered to Hokkaido University for analysis.<br>\u201cI approached Associate Professor Yoko Kebukawa of the Institute of Science Tokyo, who specializes in the analysis of organic matter in meteorites, and colleagues at other universities and they immediately showed interest,\u201d Dr. Nakaya says.<\/p>\n\n\n\n<p>The method may also prove useful in \u201cdown to our daily life\u201d area &#8211; water purification. \u201cFiltration membranes used in water purification plants get clogged with organic matter and need to be cleaned periodically. We would like to detect the optimal timing for cleaning before the membrane becomes clogged. Just cleaning it more often may sound like a solution, but the cost of the chemicals is high. We could determine the best timing for cleaning by continuously monitoring fluorescence signals from the membrane and detecting subtle changes.\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"1066\" src=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_06-1600x1066.jpg\" alt=\"\" class=\"wp-image-489\" srcset=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_06-1600x1066.jpg 1600w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_06-800x533.jpg 800w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_06-768x512.jpg 768w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_06-1536x1024.jpg 1536w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_06.jpg 2048w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><figcaption class=\"wp-element-caption\">A scene of operating the fluorescence spectrophotometer<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Paying attention to the needs of industry. Selected for the startup program<\/h3>\n\n\n\n<p>Assistant Professor Nakaya brings a new perspective to the Aquatic Environmental Protection Engineering Laboratory. \u201cOur laboratory deals with various aspects of water safety, including wastewater and drinking water,\u201d he explains. \u201cProfessor Hisashi Satoh, whose research focuses on microorganisms, wanted to broaden the range of approaches by welcoming a specialist in organic matter like me.\u201d Dr. Nakaya says he is working with enthusiasm to meet the expectations of Prof. Satoh.<\/p>\n\n\n\n<p>Both Prof. Satoh and Assistant Professor Nakaya were individually selected as members of the 2025 Startup Program \u201cGAP Fund,\u201d an initiative under the Hokkaido Future Creation Startup Development Mutual Support Network (HSFC). Dr. Nakaya\u2019s project focuses on developing a commissioned wastewater analysis service using EEM fluorescence fingerprinting to improve the efficiency of inspections of aging sewer pipes. This startup project applies the EEM technique in its more conventional form &#8211; for analyzing dissolved organic matter in liquid samples such as wastewater.<\/p>\n\n\n\n<p>\u201cI always listen to the real stories of wastewater treatment plant employees in Japan and to those I meet while visiting countries facing water safety challenges,\u201d Dr. Nakaya says. \u201cEvery time I go into the field, I\u2019m reminded of the importance and the challenge of putting the idea of \u2018No one left behind\u2019 into practice through accessible analytical technologies.\u201d<\/p>\n\n\n\n<p>Dr. Nakaya also points out that the corporate motto of HORIBA, Ltd., the manufacturer of the fluorescence spectrometers used in his research, is \u201cOmoshiro Okashiku\u201d, which is translated as \u201cJoy and Fun.\u201d Inspired by their playful spirit of creativity, he continues to pursue research that connects him with users around the world.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1365\" src=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_04.jpg\" alt=\"\" class=\"wp-image-490\" style=\"width:750px\" srcset=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_04.jpg 2048w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_04-800x533.jpg 800w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_04-1600x1066.jpg 1600w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_04-768x512.jpg 768w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_04-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><figcaption class=\"wp-element-caption\">A scene of real-time monitoring of emission spectra<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<div class=\"wp-block-group is-content-justification-right is-nowrap is-layout-flex wp-container-core-group-is-layout-17124a9a wp-block-group-is-layout-flex\">\n<div class=\"wp-block-media-text has-media-on-the-right is-style-media-text-profile has-theme-lightgray-background-color has-background\" style=\"padding-top:1rem;padding-right:1rem;padding-bottom:1rem;padding-left:1rem;grid-template-columns:auto 25%\"><div class=\"wp-block-media-text__content\">\n<p class=\"has-large-font-size\"><small>Faculty of Engineering<\/small>, <small>Division of Environmental Engineering<\/small><br>Assistant Professor <a href=\"https:\/\/researchmap.jp\/yukinakaya\" target=\"_blank\" rel=\"noreferrer noopener\">Yuki Nakaya<\/a><\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"783\" height=\"783\" src=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_05.jpg\" alt=\"\" class=\"wp-image-491 size-thumbnail\" srcset=\"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_05.jpg 783w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_05-400x400.jpg 400w, https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/featured_04_05-768x768.jpg 768w\" sizes=\"auto, (max-width: 783px) 100vw, 783px\" \/><\/figure><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Most of the analysis of natural organic matter (humic substances) in soil is carried out in a solution state by an alkali extraction operation. However, this approach addresses concerns regarding the potential alteration of humic substances during alkaline extraction, which may cause these substances to lose their original structure. In this study, as a non-extraction and non-destructive method, solid-phase fluorescence (excitation-emission matrix) spectroscopy (SPF-EEM) was applied for the first time to a standard humic substance and its complex with clay. It was found that the excitation-emission wavelength could shift according to the state of solution, complex, aggregate, etc.<\/p>\n","protected":false},"featured_media":492,"template":"","meta":{"_acf_changed":true,"inline_featured_image":false},"tags":[351,352,353],"content_type":[5],"content_issue":[346],"content_field":[263],"content_year":[347],"class_list":["post-466","featured_post","type-featured_post","status-publish","has-post-thumbnail","hentry","tag-analytical-chemistry","tag-geochemistry","tag-soil-chemistry","content_type-articles","content_issue-vol0002-2026","content_field-environmental-engineering","content_year-347"],"acf":[],"_links":{"self":[{"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/featured_post\/466","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/featured_post"}],"about":[{"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/types\/featured_post"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/media\/492"}],"wp:attachment":[{"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/media?parent=466"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/tags?post=466"},{"taxonomy":"content_type","embeddable":true,"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/content_type?post=466"},{"taxonomy":"content_issue","embeddable":true,"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/content_issue?post=466"},{"taxonomy":"content_field","embeddable":true,"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/content_field?post=466"},{"taxonomy":"content_year","embeddable":true,"href":"https:\/\/pr.eng.hokudai.ac.jp\/rc\/en\/wp-json\/wp\/v2\/content_year?post=466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}