全國中小學科展

2021年

臺南市違停的離散小波與ARIMA分析

現今逐漸有許多科學家研究出一些能夠進行預測事件的方法,諸如天氣預報、價格變化的幅度等等。在眾多生活常見的問題中,我們選定違規停車為例,作為研究主題,而我們推測違規停車是一種具有週期性的問題,有多樣的潛在變因存在,於是我們跳脫以往多以心理層面、法規制度與地理熱點等的視角去看待違規停車,以資訊科學及數學的方法,建立一套分析的模式加以進行研究。 本文以連續小波變換CWT、最大重複離散小波轉換MODWT、差分整合移動平均自迴歸模型ARIMA、混合MODWT+ARIMA模型及混合Harr離散小波變換DWT+ARIMA模型,對臺南市三個不同特性的行政里的共五個聚類點,進行預測。原始的資料以週為單位,分成全日(allDay,0~24時)及白天(Day, 08~16時)兩種型態,並以連續46週的資料預測接下來4週。結果採用方均根誤差RMSE相對平均值、標準差、最大值的比值,進行預測品質的比較。

Removal of Nutrients by Chlorella Vulgaris Microalgae in Bandar Abbas Municipal Wastewater

The entry of nutrients into the environment can cause the creation of eutrophication of aquatic ecosystems. One of the methods of removing nutrients from effluents is the use of algae. Algal purification is a new and inexpensive technology for this purpose. The present study investigated the rate of cell growth and nutrient removal of urban wastewater in Bandar Abbas in winter 2020 by the Chlorella vulgaris microalgae in the phycolab of Fisheries Research. Treatments with different dilutions (0%, 25%, 50% and 75%) were prepared; in addition, specific growth rate, cell density and removal efficiency of phosphate, nitrate, nitrite were examined during a 14 day period with initial constant density (1×10⁶ cells / ml ) of microalgae. The results indicated that 0% and 75% dilution had the highest and lowest cell densities (8.675×10⁶ and 56.633×10⁶), respectively; moreover, they had the specific growth rate (0.166 and 0.311). Furthermore, there was a significant difference between them (P≥ 0.05). The highest nitrate and nitrite removal efficiencies were -40.75 and -79.84 in effluent dilution of 50%; in addition, the lowest were 1.26 and -40.26 in dilution of 75% and 25% respectively. Phosphate had the highest removal efficiency at 0% dilution with a mean of -79.65 that showed a significant difference with the lowest at 25% dilution (P≥ 0.05). Therefore, high or low levels of nutrients can affect the removal efficiency and growth rate of microalgae.

The Waves Fish Controller

Our oceans, coasts, and estuaries are home to diverse living things. These organisms take many forms, from the tiniest single-celled plankton to the largest animal on Earth, the blue whale. Understanding the life cycles, habits, habitats, and inter-relationships of marine life contributes to our understanding of the planet as a whole. Human influence and reliance on these species, as well as changing environmental conditions, will determine the future health of these marine inhabitants Humans influence the whole environment even if they don’t notice , the growth of men and our increasing reproduction over the years results to an over consumption of nutritious products , which makes us exploit the wildlife more and more and in the same time take parts of its habitats for us to life in and throwing our non-needed materials in what’s left of the world. And that’s a big problem because the Eco-System was just fine before we started over exploiting it in a greedy and unreasonable manner, and since the ecosystem’s parts are related altogether in an ongoing circle , the absence or the destruction of one part of It may lead to the unbalance and even destruction of the whole organized system. And that’s why as humans, it is our first duty to take care of nature generally and both fauna and flora specifically, not because of a moral code of some kind; but to protect Humanity from ourselves, and to preserve the human kind from destruction and extinction. And that’s the main goal of our project, that’s to help us organize our fishing exploitative activities with how much can the environment handle from it.

以空氣盒子探討台灣環境中懸浮微粒的潮解膨脹現象

我們的研究是利用空氣盒子設計出一個裝置,用以觀察環境中懸浮微粒潮解膨脹現象。 我們觀察了由硝酸銨與硫酸銨各自以及不同比例與混合模式組成的懸浮微粒。純硝酸銨的潮解點不明顯,純硫酸銨有明顯的潮解點。內混合懸浮微粒有一個潮解點,並且出現3種類型的潮解行為,分別是偏向硝酸銨或硫酸銨以及過渡型,後者粒徑成長的比例會比前兩者來得高。外混合懸浮微粒有兩個潮解點,保留兩種成分各自的特性。 我們利用雨水觀察環境中懸浮微粒的潮解膨脹現象,將其與內混合懸浮微粒的潮解點與潮解行為做比較,來推估其成分與來源。確定我們的裝置能推估出主要的污染成分及來源。

「馬道」成功

象棋的馬與西洋棋的騎士走法有異曲同工之妙且棋子的走法似乎有些特殊的規律,兩者的走法我們稱為同構,因此我們針對這個現象進行研究。 (圖一) 馬步與騎士 我們得到下面四個結論: 一、定理甲:動點P可經由馬步從原點(0,0)走到棋盤上的任意格子點。 二、定理乙:平面棋盤的馬步路徑皆可找到起點、終點在同一象限(含軸),且步數相同的路徑。 三、定理丙:每一個最少步數K≥5,K所對應的總格子數f(K),數列為公差7的等差數列。 四、定理丁:給定第一象限(含軸)任意點P(X,Y),可求得最少步數K。

New Approach to Food Packaging: Antimicrobial and Edible Materials

In addition to adequate and balanced nutrition in the protection of human health, the reliability of consumed foods is also of great importance. When foods contact with the environment, they are undergoing many microbiological, physical and chemical changes such as moisture loss, aroma exchange, oxidation and contamination with microorganisms. So this changes reduce quality and shorten the shelf life. During cutting and processing of chicken meat, especially contamination on the surface causes deterioration of the meat starting from the surface and thus short shelf life. Though contamination of chicken meat surface is inevitable, growth of contaminant microorganisms can be inhibited and microorganisms can be killed. In recent years, increased risks of infection due to antibiotic-resistant microorganisms have forced the discovery of new and natural antibacterial materials. It is a new and advantageous approach to avoid environmental pollution caused by the use of food packaging and safety of food, prolongation of product shelf life by natural, edible, antibacterial biomolecules in packaging products. In the scope of the project, in order to produce an edible alginate gel containing the antimicrobial peptide nisin, which has an antibacterial property to prevent microbial growth on the surface of chicken meat, following steps was done;  Synthesis of calcium alginate and nisin immobilized calcium alginate beads  Optimization of immobilizing nisin in calcium alginate beads,  Characterization of nisin immobilized calcium alginate beads by ATR-FTIR Spectrum and SEM Analysis,  Determination of the antimicrobial activity of white meat product chicken which is coated by nisin immobilizing calcium alginate gel.

探討紅綠色盲族群對不同顏色赫曼方格的視錯覺現象

延續2020年視錯覺研究,我們想要探討視覺神經細胞接受不同亮度對立顏色刺激後是否會有不同活化程度,影響視錯覺?另外也想探討不同對立配色的赫曼方格中線條寬度的閾值是否有差異?我們設計網頁版程式,改變赫曼方格線條顏色的亮度和寬度,以正常受試者為對照組,色盲受試者為實驗組,探討視錐細胞的變異是否影響視錯覺的產生。我們以顏色拮抗理論定義對立配色的赫曼方格,以標準化情境進行實驗。在線條亮度的結果中,黑白配色的赫曼方格圖案中線條與方格對比度越大,視錯覺產生的效果越明顯。兩群受試者在綠紅、紅綠、藍黃這三組配色,線條亮度範圍呈現兩極化的趨勢,可能原因為色盲因錐狀細胞變異,需要較高亮度的對比顏色刺激才容易讓神經細胞有活化程度上的差異,造成視錯覺出現。在改變線條寬度的結果中,發現藍黃的赫曼方格閾值與明顯值最大,黑白次之,綠紅最小,可能與細胞感受野大小有關,且線條寬度超過感受野的閾值,視錯覺就無法產生。兩群受試者的線條寬度閾值差異,可能與色錐細胞變異有關。綜合以上結果,顯示視網膜色錐細胞與神經節細胞的作用,對視錯覺形成扮演一定角色。在消費行為問卷結果中,我們發現格子衣服若是顏色對比度大、線條較細的圖案設計,消費者的滿意程度較低,這原因可能與視錯覺產生影響衣服視覺效果。

探討造孔劑粒徑與添加量對天然水膠軟骨支架之孔洞型態影響

軟骨修復目前仍是臨床治療上的挑戰,組織工程扮演著可行性的解決方案。軟骨修復中,軟骨支架是關鍵的要素。本研究使用天然高分子水膠透過溶劑鑄造鹽洗法製備軟骨支架,去探討造孔劑粒徑大小(大粒徑:170;小粒徑:250)與添加量(低量:2克;高量4克)是否會影響製成軟骨支架的物化性質,以及會影響前驅骨母細胞分化的能力。透過觀察所製成的四種軟骨支架顯微結構,分別測試其吸水量、降解性、抗壓強度與交聯度,並測試其生物相容性與促進前驅骨母細胞增生及分化之能力。結果發現,造孔劑粒徑大且高添加量的軟骨支架 (170-4組別),雖抗壓強度僅 0.0177 MPa,每克支架吸水量達 14.72 mL ,浸泡於試劑 30 天後,支架不會明顯降解,且不具細胞毒性,促進前驅骨母細胞增生與分化的能力最佳,因此可作為適用於軟骨缺損修復之組織工程支架,提高軟骨修復之成效。

雙眼牆颱風的內眼滾動

本研究初步分析颱風雷達回波圖發現,利奇馬、蘇力、柯羅莎、杜鵑4個雙眼牆的颱風,內眼牆有沿著外眼牆內側旋轉的現象,時間尺度約為3至14小時。接著比較颱風個案,選定杜鵑颱風作為主要觀察研究對象,以探討影響雙眼牆颱風內眼牆滾動週期的因素為研究目標,並以數值模式簡化問題。我做出兩種猜測,認為此一現象的成因,有可能是眼區的繞轉,或是內眼牆被眼區內的正渦度帶動旋轉。我先後設計了單、雙眼牆旋轉實驗,發現影響此二系統旋轉週期的主因不盡相同。其中,從雙眼牆實驗的結果可以發現,影響內眼牆滾動週期的參數,主要是眼區半徑以及眼區渦度,呼應了內眼牆受眼區內渦度帶動旋轉的猜測。最後,我在模擬杜鵑颱風的實驗中,做出相似的旋轉週期,證明內眼牆滾動的機制,主要以水平動力為主,也證明先前實驗的參數,即是影響旋轉週期的要素。

囊中之物~探討台灣藜抗鹽耐旱的可能原因及囊狀細胞角色

台灣藜為原生種作物,本實驗探討其抗逆的可能原因,並發現囊狀細胞的不同功能。台灣藜種子發芽率與幼苗生長,隨鹽度及乾旱程度上升,受到很大抑制;發展至第一對葉,台灣藜才展現較好抗逆能力。不論子葉或第一對葉,鹽度越高或越乾旱,花青素與類黃酮含量均較高。但POD與CAT活性,子葉時活性變化不大;生長至第一對葉時,POD在2%鹽處理組及乾旱w40%組,活性分別上升10.8及3.6倍,而CAT在2%鹽處理組及乾旱w40%組,活性上升5.2及3.8倍,酵素活性上升的結果與抗逆關鍵時期相符。刷除囊狀細胞後,發現台灣藜在鹽逆境下生長較差;2%鹽處理後,刷除囊狀細胞的葉片,其CAT活性下降約64%。收集囊狀細胞,進行CAT活性分析,囊狀細胞組及其去除活性組(加入去除CAT活性的Stop solution),兩者間的OD值相差達7.9倍。顯示台灣藜的囊狀細胞不僅有儲鹽的能力,還具有抗氧化酵素協助抗逆。