全國中小學科展

一等獎

開發影像辨識系統應用於離岸流偵測預警

離岸流是海灘安全的重大隱患,台灣有30處海岸經衛星拍攝到離岸流。其發生時間和地點不定,且會迅速將人帶離岸邊,最遠約100公尺。民眾常因掙扎而體力不支,導致溺斃。為減少此類事故,本研究開發了一套離岸流偵測預警系統,構建出準確度超過95%的辨識模型。 因台灣無離岸流圖庫,本研究除國外圖庫,也加入台灣GoOcean等平台的即時影像,以貼合台灣實際狀況。經影像前處理後,共約四萬張圖片和五十部影片用於訓練YOLO v8模型。當偵測到離岸流,即時透過Discord發送警報至救難中心。我們也加入人形辨識功能,若系統同時偵測到人與離岸流,則加強警戒等級,從而提升救援效率。 完成離岸流辨識系統後,我們著手開發預警功能。將辨識模型應用於各地監視器,蒐集更多離岸流資料,再先後使用YOLO v8和Transformer提取生成特徵,預測其發生,以達成預警的功能。

探討濕地耐鹽菌對植物耐鹽及根部的交互作用

本研究從濕地篩選出可能為新種的耐鹽菌Oceanobacillus sp.,暫命名為OC2,其在無植物相伴狀態下不會降低土壤含鹽量,但卻在與植物共存後誘發特殊機轉,促使土壤含鹽量降低約,並提升植物耐鹽能力,顯示 OC2與植物存在特殊交互作用。深入研究發現,OC2能產生IAA,並吸引植物根部向其生長以利其進入根部,並在鹽逆境下分泌代謝物以刺激植物合成脯胺酸 (增加達98.5%)提升根部滲透壓、增加葉片類胡蘿蔔素及類黃酮含量以提升植物抗氧化力。植物方面,鹽逆境下植物分泌的化學物質會觸發OC2產生更多的IAA(約17%),藉以刺激植物根系發展以利水分吸收,而OC2的存在會促進根部澱粉酶活性上升達88%,以分解澱粉產生可溶性醣類供OC2使用,推測兩者存在共生關係。本研究展示新種耐鹽菌與植物的交互作用,期待透過此菌改善鹽化農地並能提升作物產量。

探究螢光單體分子對激發複合體發光性質的影響及其應用

本研究設計與合成一系列的電子供體分子,以研究分子單體的化學結構對於所形成的激發複合體光物理性質的影響。 五個所設計的供體分子已被成功的合成並確定均具有分子內電子轉移的性質 其躍遷偶級距變化分布範圍在17.6-28.6D之間。 將此五個供體分子分別與兩種電子受體分子在溶液聚集在一起,利用在長波長處所新生的螢光發光,推測激發複合體的形成。研究的成果並顯示,具有類似三角形結構的供體分子將更容易形成激發複合體,而具有棒狀結構的分子則較不易形成之。此成果有效的提供有關於單體分子結構的設計對於所需激發複合體光物理性質的影響,形成可快速地提供各式不同發光波長的材料,將可作為在發光二極體發光層材料、螢光感測器、生物成像等領域需求時的分子設計藍圖與指引。

Investigating the Effects of Temperature and Carbon Dioxide Levels on Nannochloropsis oceanica Using a Hemocytometer Counting Method

Climate changes that include ocean acidification and global warming are serious problems in the ecosystem, affecting marine phytoplankton, including Nannochloropsis oceanica. In the effort to further explore the impact of rising temperature and carbon dioxide (CO₂) concentrations on oceanic ecosystems, the phytoplankton Nannochloropsis oceanica was used as a model organism. This study explored the effect of temperature change and CO₂ concentration on the growth of Nannochloropsis oceanica, achieving 243 samples that were tested with three different temperatures (24 degrees Celsius (°C), 28°C, 32°C) and CO₂ concentrations (0 milliliter (ml)/min, 0.4 ml/min, 0.6 ml/min), utilizing a hemocytometer counting method. Results indicate that the CO₂ concentration has a significant effect on the population of Nannochloropsis oceanica. But the temperature doesn't affect a lot. The Nannochloropsis oceanica in the lowest temperature and highest concentration of CO₂ in its environment had the highest population growth, and in the highest temperature and lowest concentration of CO₂, it had the lowest population growth. Results show the serious negative effect of climate change on the cosystem and the importance of environmental protection. Population blooms due to excess CO₂ taking up ocean resources causing dangerous ecological imbalances.

Quantitative environmental DNA metabarcoding for the enumeration of Pacific salmon (Oncorhynchus spp.)

Understanding species abundance is critical to managing and conserving planetary biodiversity. Pacific salmon (Oncorhynchus spp.) are keystone species of cultural, economic, and ecological importance in Alaska and especially Southwest Alaska. Traditional methods of enumerating salmon such as weirs and visual surveys are often costly, time-intensive, and reliant on taxonomic expertise. Environmental DNA (eDNA), which identifies and quantifies species based on DNA they shed in their habitats, is a potential cost- and time- saving alternative. The relative ease of collecting eDNA samples also enables citizen scientist involvement, expanding research coverage. Currently, more research is required to define eDNA’s potential and limits. This project investigates whether quantitative eDNA metabarcoding can accurately quantify the abundances of six fish species: the five Pacific salmon species plus rainbow trout. Water samples were collected from eight creeks in the Wood River watershed of Southwest Alaska. eDNA metabarcoding and subsequent bioinformatics processing produced a read count for each species. These were compared to visual survey counts, taken to be the true counts for the purposes of this study. Data analyses showed a positive, linear relationship between visual survey count and eDNA count for sockeye salmon. The regressions were significant for both the early (p = 0.089) and late (p = 0.030) sampling dates when 𝛼 = 0.10. eDNA detections of non-sockeye species generally corresponded to visual survey observations of species presence or absence. Overall, the results of this study support eDNA’s potential to be an alternative or supplement to standard methods for the enumeration of fish species.

Unraveling a Transcriptional Enigma: Exploring the Action Model of the Concealed BPC Network on the Circadian Oscillation System玄機暗藏: 深究轉錄因子家族BPC對晝夜節律系統之作用模式

這項研究深入探討阿拉伯芥生理時鐘的轉錄調控機制,關注植物特有 GAGA 結合因子, BASIC PENTACYSTEINEs(BPCs)。通過監測 BPC 突變株和誘導株的葉片運動,及對 BPC 突變株生長缺陷的觀察,推測 BPC 於節律運動和葉形表徵扮演調控要角。藉數學建模和對突變與誘導株的 qRT-PCR 實驗,我揭示第一及第二類 BPC 在協調生物鐘節奏和葉片發育中的多種功能,更描述 BPC 內部調控網絡,了解這些蛋白質如何維持恆定。突變株實驗突顯 BPC 對關鍵時鐘成員 CCA1、ELF4、GI 和 PRR 家族的精確控制,而誘導株實驗則繞離 BPC 家族內部的補救途徑,從不同的尺度提供更直觀的檢驗方法。模擬進一步闡明 BPC 如何微調時鐘,確保振盪最佳化和晝夜間的無縫過渡。此外,我還發現 BPC1 和 BPC3 對第二類 TCP 基因的影響。他們抑制除 TCP5 外的多數 TCP 基因,透過不同下游途徑影響葉緣形態。概括而言,這項研究揭示了 BPC 家族是生理時鐘和葉片發育途徑的關鍵調控者。

Vitas: Digital Therapy Based on a Combination of Binaural Beats and Autonomous Sensory Meridian Response (ASMR) to Reduce Stress in Gen Z Students

Vitas is a combination of binaural beats (BB) with background white noise (ASMR) as accompanying music without reducing the quality of brain stimulation and is able to stimulate the left and right brain while synchronizing brain waves so that it can be used as a media for coping with stress for Gen Z students. To find out the effect Vitas in reducing stress levels, research was conducted on high school students belonging to Gen Z. This research aims to measure the stress index of students belonging to Gen Z, then find the effect of the combination of binaural beats (BB) and ASMR on students'stress levels, and finding the best audio combination to reduce stress levels as a coping mechanism. This research uses a quantitative approach with a quasi-experimental design using a one group pre-test-post-test design scheme. The sample in this study consisted of 105 students who were divided into seven treatment groups to listen to a combination of BB and ASMR with different bandwidths. Stress levels were measured using the DASS 42 stress section questionnaire which has been tested for reliability and validity. The results of the student stress index were 16.26 in the mild stress category. There was a significant difference between the negative group, the alpha + ASMR group and the positive group with a T-Paired test result of less than 0.05. Based on the results of the Post Hoc LSD test, it was found that the combination of binaural beats alpha (12hz) + ASMR was the best combination for reducing stress in students.These findings were developed into a digital therapy application product called "Vitas" as an alternative media for coping with stress for Gen Z.

探討一種新穎腺苷調控藥物對於思覺失調症及焦慮症的治療潛力-以藥物及壓力引發之疾病小鼠為模式 Investigating the therapeutic potential of a novel adenosine modulator(NAM) on the treatment of schizophrenia and anxiety disorders using mice as a model

思覺失調症與焦慮症皆是嚴重損害病人健康且造成社會極大負擔的精神疾病,急需研發有效治療藥物。本研究以藥物及壓力引發之小鼠異常行為為模式,探討新研發的新穎腺苷調控藥物(Novel Adenosine Modulator)對於這些疾病的治療潛力。實驗一以藥物 MK-801 引發成年雄性小鼠類思覺失調症症狀,給予新穎腺苷調控藥物可緩解曠野測驗中 MK-801 引發的過度活動量,且不會造成小鼠產生失樂症狀或體重改變。但對於 MK-801 引發的感覺動作門閾過濾反應缺損則無顯著療效。實驗二以不可預測長期輕微壓力(unpredictable chronic mild stress)引發成年雄性小鼠類焦慮症與類憂鬱之行為異常,新穎腺苷調控藥物可以改善小鼠的失樂症狀。這些結果顯示這個新藥具有潛力值得後續繼續研究。

格子點的可見性研究

本文的主要結果有兩部分,第一部分,對於固定的𝑏 ∈ 𝑁以原點 O為觀測點,𝑓(𝑥) = 𝑎𝑥𝑏, 𝑎 ∈ 𝑄為觀測視線,觀測目標為格子點陣列𝑉(𝑚) = {(𝑖, 𝑗)|𝑖, 𝑗 ∈ 𝑁, 1 ≤ 𝑖 ≤ 𝑚, 1 ≤ 𝑗 ≤ 𝑚 },研究其中可見點的數量與機率。我們發現可見點的數量與歐拉函數及默比烏斯函數有關,可見點的機率也與黎曼𝑧𝑒𝑡𝑎函數具有關聯性。第二部分,對於固定的𝑏 ∈ 𝑁,我們在 𝑥軸與𝑦 軸上布置觀測點,以布置的觀測點為新原點,𝑓(𝑥) = 𝑎𝑥𝑏, 𝑎 ∈ 𝑄為觀測視線,研究將目標點集𝑉(𝑚 × 𝑛) = {(𝑖, 𝑗)|𝑖, 𝑗 ∈ 𝑁, 1 ≤ 𝑖 ≤ 𝑚}完整觀測的布點方法與數量。得到重要成果如下,設正整數𝑚 ≥ 6且𝑇 ⊂ {1, … , 𝑚 + 1}為一個 𝐹(𝑚) −覆蓋,𝑟為大於𝑚的最小質數,對於目標點集𝑉(𝑚 × 𝑛),建構觀測點集 𝑆2 = {(0, 0), (0, 𝑟)}∪{(𝑡, 0) | 𝑡 ∈ 𝑇},則 𝑉(𝑚 × 𝑛)為𝑆2 −可見。並進一步研究將目標點集改為𝑉(𝑛 × 𝑚) = {(𝑖, 𝑗)|𝑖, 𝑗 ∈ 𝑁, 1 ≤ 𝑗 ≤ 𝑚},發現其所需要的觀測點數可顯著減少。

Analyzing Glucose Metabolism Connectivity in Huntington's Disease Using Dynamic Glucose-Enhanced MRI in zQ175 and R6/2 KI Mouse Models

亨丁頓舞蹈症為與認知功能障礙密切相關的神經退行性疾病。本研究首次應用動態葡萄糖強化磁振造影(DGE MRI)以了解葡萄糖代謝作為亨丁頓舞蹈症神經影像生物標記的可行性,以分析大腦中不同區域之間的代謝關係。 本研究對腦區間葡萄糖代謝關聯性進行分析,並針對訊號進行自動化分群,觀察特定訊號樣態之特徵。於zQ175 KI和R6/2 KI小鼠中不同的連接性變化模式中,發現紋狀體和齒狀回之間葡萄糖代謝連接性具顯著變化,與已知病理一致,顯示DGE MRI作為臨床生物標記之潛力,以利及時診斷和監測該疾病。 這項開創性的研究探索了使用DGE MRI作為亨丁頓舞蹈症影像標記可行性,並詳細分析腦區間葡萄糖代謝相關性,不僅進一步對該疾病之病理更加深入了解,同時提高早期診斷、疾病監測和精準醫療應用發展,說明可能有針對代謝紊亂的潛在治療策略。