全國中小學科展

三等獎

氣候與地質條件驅動的臺灣紅樹林與鹽沼碳封存

本研究以臺灣新竹縣的新豐紅樹林與臺中市的高美溼地,分別作為臺灣紅樹林與鹽沼的代表。經過元素分析、粒徑分析及密度分析之後,比較臺灣紅樹林與鹽沼兩個藍碳系統的碳封存能力差異及和國外相關研究間的差異性。本研究發現,採樣地距海越近,有機碳佔底土比例越高;粒徑較小的沉積物顆粒,較可能儲存更多有機碳;並藉此得出了藍碳相關研究受地理環境影響很大的結論。各採樣地樣本的活性有機碳(LOC)比例多大於難降解有機碳(ROC)比例,可能是由於臺灣的藍碳系統缺乏河川穩定供應有機物,又受到年齡與氣候條件的影響,其中儲存的ROC在總有機碳(TOC)中所占的比例不高,因此不適合長期儲存有機碳,卻很可能在幾十年內快速形成一個新的碳匯系統。

蚊蟲翅音的定性與防治應用

為隔離環境聲音增加蚊蟲專一性的聲音,自行製作降噪錄音箱,分析聲譜使用Audacity及Room EQ Wizard兩個軟體,結果顯示自製錄音箱可吸收95.7%的環境聲音能量。白線斑蚊的雄蚊平衡棍長與翅音統計達顯著相關;而雌蚊平衡棍長與翅長統計達顯著相關。白線斑蚊及埃及斑蚊兩者翅音皆具有專一性,同種雄蚊及雌蚊會受彼此翅音誘引,而雌蚊交尾後會被同種交尾雌蚊翅音誘引。雌性埃及斑蚊交尾後的翅音對同種雌蚊平均誘引產卵率為85.8%,統計達顯著差異。自製捕蚊機(合成翅音誘捕,平均誘捕率為66.7%)較市售捕蚊機(UV光誘捕,平均誘捕率49.7%)誘捕率高出17.0%。自製捕蚊機可做為白線斑蚊及埃及斑蚊防治資材之一,且為環境友善防治法。

基於LSTM行為與活動力之樂齡關懷系統

本研究開發基於RNN和LSTM的獨居者居家行為監控系統,利用樹莓派、多種無侵入式感測器及鏡頭實現獨居者日常活動的實時監控與情緒評估。系統收集各感應器數據,透過 LSTM 進行學習與預測,並使用隨機森林演算法分析行為狀態,提供客製化數據處理與預測性能優化。 長期數據收集可觀察獨居者的活動力及情緒變化,早期發現健康風險,針對現有求救設備頻繁異常通知的問題,我們開發了能夠識別長期身心狀況變化的監測系統,並整合人體紅外線感應器、都卜勒雷達感應器、日夜感測器等技術,透過Python程式及MQTT進行數據收集與處理。模型訓練使用SQLite資料庫數據,經過多次測試選擇最佳參數以提高預測準確度,隨機 森林演算法也強化決策準確性。 通過長期的數據收集和分析,本系統能夠觀察並預測獨居者的活動力和情緒的變化,早期發現獨居者的身心健康是否有風險。

Wrong seating around the table

本研究探討在一場圓桌會議中,n人逐一亂序入場找尋各自對應的名牌編號(1~n號)入座,其中1號第一個入場並坐到了k號位,此後入場的人們若發現與自己編號相同的位置是空的,就直接入座;若與自己編號相同的位置被占走了,就以逆時針方向尋找空位入座。在上述的規則下,若共有n 人,且 1 號坐到 k號位的情況,給予與問題相關統計量的組合證明。後續本研究將規則改為1 ~ p號 按照順序進場且皆想坐到 k 號位的前提下,探討了坐錯的人們是怎麼樣的循環和坐錯人數的次數分佈。並多數的研究結果皆與 stirling numbers of the first kind 有相關。 本研究還 探討了共有 n 人,且 1 號坐到 k號位的情況下, 坐錯人數的標準差函數的遞增情況 與對數函數完全曲線相關。

以果蠅建立單純型表皮水皰症(EBS)模型、建立藥物篩選流程並以雙醋瑞因(Diacerein)進行測試

遺傳性表皮分解性水泡症(EB)是種罕見疾病,因突變使角蛋白異常,造成表皮組織脆弱易形成水泡,單純型水泡症(EBS)是最常見的類型。此計畫旨在:(一)建立果蠅EBS疾病模型;(二)探討溫度對病徵的影響;(三)以此果蠅EBS疾病模型發展藥物篩選平台。初步使用Diacerein測試,評估對EBS症狀的改善效果。 目前顯示突變角蛋白K5/K14R125C會形成積聚體,與正常K5/K14形成的角蛋白網絡不同;全程25℃培養,約32%果蠅翅膀有水泡,亦符合EBS病徵。篩藥平台建置已完成色素和溶劑DMSO劑量測試,初步顯示Diacerein有助病徵緩解。目前將擴大統計不同溫度對 EBS果蠅死亡率、水泡發生率和角蛋白積聚形成比例。希望以本研究建立的果蠅EBS疾病模型與篩藥平台,能為罕見遺傳疾病療程開發奠定基礎。

Development of Oil Collecting Submarine using AI and hydrophobic solution

Such as the plastic waste and industrial discharge that permeate our oceans, it is the insidious and infamous nature of oil spills that demands our immediate attention. These spills, with their far-reaching ecological ramifications, pose a profound danger to our marine ecosystems, demanding urgent action and a heightened awareness of the true menace that is caused by this oil

Trojan Horses in the Fight against Skin Cancer

In photodynamic therapy (PDT), reactive oxygen species are generated within the cytoplasm to destroy cancer cells selectively. Using porphyrinic structures (PS) as photosensitizers holds promise for targeting cancer cells. However, direct incorporation of the porphyrins into cancer cells remains elusive. Hence, Dr. Martina Vermathen’s research introduced specific membranous phospholipid nanocarriers for topical porphyrin applications. However, since a sufficiently high enough concentration of PS in cancer cells has not yet been achieved, this study aimed to improve skin uptake of the nanocarriers. Two approaches were examined: (1) comparing polar and nonpolar porphyrins and (2) assessing the effect of a penetration enhancer, DMSO, through a neat and diluted application. The polarity of the porphyrins was first quantified with a log P test. The nanocarriers were assembled by incorporating two different PS compounds, either the mono- or tetra-4-carboxy substituted phenyl porphyrin. They were then characterized by 1D and 2D-NMR analysis. The porphyrin permeation was tested by Franz diffusion tests on pig ear skin. For the second approach, DMSO was added in the Franz diffusion test, either directly applied on the skin (“neat“) or diluted in the nanocarriers (“diluted”). The log P test for the mono- and the tetra-carboxyphenyl porphyrin resulted in values of 4.5 and -1.1, respectively. The more polar tetra-carboxyphenyl porphyrin exhibited 2.8 times better skin uptake compared to the mono-carboxyphenyl porphyrin. The neat DMSO application increased uptake by a factor of 5.5. The diluted DMSO application worsened skin uptake slightly. Analytical techniques revealed differences in porphyrin encapsulation: The mono-carboxyphenyl porphyrins were encapsulated in the centre, whereas tetra-carboxyphenyl porphyrins were localised around the nanocarriers. Results indicated potential instability of the nanocarriers. The more polar tetra-substituted porphyrins showed superior skin diffusion than the mono-substituted derivative. The neat DMSO application facilitated enhanced skin uptake by inducing membrane destabilization and pore formation but may have limited applicability. Further research is suggested to explore porphyrinic PS with alternative polar substitution patterns and tailored penetration enhancers for lipid-based delivery systems. Overall, the study underscores the importance of molecular properties of the PS system and demonstrates the potential of penetration enhancers in optimizing PDT for skin cancer treatment.

磁懸浮裝置探究及相關參數之探討

本研究主要以磁懸浮為主題,嘗試利用單顆磁鐵及銅板組成的系統使銅板上方的磁鐵得以懸浮 ,並觀察分析其懸浮狀況與上方磁鐵的姿態。過程中量測了銅板對磁鐵造成的阻力以及下方磁鐵連接在轉盤旋轉時銅板上方的磁場大小與各種參數的關係。本研究主要針對轉盤轉速及銅板厚度作為變因,量測分析了在不同參數組合之下上方磁鐵的移動半徑、傾斜角度、面向方向以及其懸浮狀況。由於目前技術尚未突破至能使上方磁鐵穩定懸浮,因此定義了懸浮係數以說明磁鐵懸浮狀況。最後求出了銅板造成的阻力與磁鐵本身移動速度以及銅板厚度的關係式、磁場強度與轉盤中心距離與銅板厚度或轉速的關係、並以相圖描述了不同參數之下上方磁鐵的懸浮狀況。

蚊蟲翅音的定性與防治應用

為隔離環境聲音增加蚊蟲專一性的聲音,自行製作降噪錄音箱,分析聲譜使用Audacity及Room EQ Wizard兩個軟體,結果顯示自製錄音箱可吸收95.7%的環境聲音能量。白線斑蚊的雄蚊平衡棍長與翅音統計達顯著相關;而雌蚊平衡棍長與翅長統計達顯著相關。白線斑蚊及埃及斑蚊兩者翅音皆具有專一性,同種雄蚊及雌蚊會受彼此翅音誘引,而雌蚊交尾後會被同種交尾雌蚊翅音誘引。雌性埃及斑蚊交尾後的翅音對同種雌蚊平均誘引產卵率為85.8%,統計達顯著差異。自製捕蚊機(合成翅音誘捕,平均誘捕率為66.7%)較市售捕蚊機(UV光誘捕,平均誘捕率49.7%)誘捕率高出17.0%。自製捕蚊機可做為白線斑蚊及埃及斑蚊防治資材之一,且為環境友善防治法。

ENVIRONMENTALLY FRIENDLY UPCYCLING APPROACH TO INCREASE IMPACT RESISTANCE OF REINFORCED CONCRETE STRUCTURES: USE OF INDUSTRIAL WASTE AS CONSERVATION MATERIAL

Within the scope of sustainable cities and responsible consumption, which are among the goals of sustainable development, it is aimed to contribute to life safety, defense industry, protection from disasters and economy with the new generation environmental building technologies and materials to be developed in the field of construction. It is a critical issue to protect reinforced concrete structures, piers, bridge piers, overpasses against impacts, and to reduce the damages and economic losses in disaster situations. Reinforced concrete scaffolding is the load-bearing component of the structure and its impact resistance is crucial to the overall safety of the concrete structure. Therefore, there is a need to develop technologies that can protect structures against explosion and impact loads. Within the scope of the project, environmentally friendly and low-cost concrete materials with industrial waste glass, aluminum, plastic material additives, which can be used in columns, which are the most important part in the strength of reinforced concrete structures to prevent explosion and impact damage, were produced and their strengths were analyzed. The use and design of these materials in the strength of concrete creates the originality of the project. When the results obtained in the project were examined, it was observed that the steel fiber concretes with the addition of waste glass, aluminum ring, disc, beverage can and plastic bottle were resistant to high pressure when compared with the control groups without additives, and the change in surface height after the impact test, visual analysis and load-time graphics showed this. It is seen that the additives have a cushioning effect against the impact, absorbing the energy against the force by 87.6% and increasing the strength significantly. In this project, where it is aimed to increase the strength of concrete structures by using the impact energy absorption feature of waste glass, plastic and aluminum, products with high added value are developed, contributing to the literature and the construction sector. With the large-scale use of the project, the costs spent on the disposal of waste materials will be reduced, the upcycling based on re-using the waste products will be contributed, and the loss of life and property due to impacts and explosions will be prevented.