全國中小學科展

三等獎

VERMICOMPOSTING-EFFICIENT DAIRY SLUDGE MANAGEMENT

The continued growth of dairy farming in NZ and the move toward keeping cows on stand-off pads has seen a major increase in two significant waste streams, the wood fibre that is scrapped off the surface of the standing pads and the effluent that is now concentrated at the site of these pads. In combination these waste streams offer the farmer an opportunity to recycle valuable nutrients back into the soil as an up-valued soil conditioner. This investigation explores vermicomposting as a tool to efficiently manage these two significant waste streams. Sludge was removed from a settling pond and mixed with a range of carbon products that are recommended by Dairy NZ for use in stand-off pads: wood chips, post peeling, sawdust and also wood shavings (used in calf sheds). The wood fibre/sludge mixtures were assessed on their acceptability to tiger worms (Eisenia fetida) by measuring the pH of the mixture and seeing if they corresponded with the preferred pH for tiger worms. The vertical spatial distribution of tiger worms was measured over a period of 15 days and the rate at which the worms moved into the different mixtures was assessed. The worm mass before and after this 15 day period was also measured to ascertain the mixtures’ ability to support worm growth. Finally, different ratios of sludge and post peelings removed from a calf shed were used in a choice chamber experiment to establish the worms’ preference. Tiger worms were used throughout the investigation as they represent the worm species most widely used in vermicomposting in New Zealand. Tiger worms feed on decomposing organic matter, bacteria and fungi in the upper organic horizon of soil. All of the unused wood fibre and dairy sludge tested lay within the acceptable pH range for tiger worms. Wood fibre exposed to large amounts of urine ie calf shed post peelings, that lie outside the acceptable range can be favourably adjusted with the addition of dairy sludge. All the particle sizes of the wood fibre tested were found to be acceptable to tiger worms and capable of supporting increase in their body mass beyond that of the compost. Due to the observation that the worms did not integrate themselves as fully in sawdust as the other fibres tested it is recommended that further investigation should be carried out before sawdust is used for vermicomposting. While a comparison of the average worm density in each mixture may indicate a preference for post peelings this cannot be statistically proven and more trials are recommended. The preferred ratio within the limits that were tested is 1:3 calf shed post peelings to sludge (41% dry weight). Vermicomposting can therefore be recommended as a possible onsite technology to process the twin waste streams of wood fibre and effluent generated by dairy farms. The next step would be to implement medium scale field trials with a continuous windrow system, testing resulting compost for its nutrient content and then comparing this output to that of current practises

英文篇章難易度自動分級之研究

以製作適合高中生的英文篇章難易度自動分級為初衷,本研究採高中英文課文為語料,針對「如何分級」,意即從文章萃取哪些特徵、利用何工具或語料協助萃取特徵、以何工具分級等因素,進行研究與實驗,並建立一套新方法。首先進行前處理,再嘗試以單字、句型的數量或比例、句長、音節長、整合以上分析等各式特徵,支持向量機(Support Vector Machines)、隨機森林分類器(Random Forest Classifier)、決策樹分類器(Decision Tree Classifier)、卷積神經網路句分類器(Convolutional Neural Networks for Sentence Classification)等工具,進行將篇章分為高中一、二、三年級等三個難易度等級的測試,建立自動分級模型。最後製作成可供大眾使用的自動分級網頁。各項測試之中,最佳分類效能為整合各項特徵時得到的分類正確率65.04%,經模擬得知,此效能較過去研究,已有所提升。

The Polar Equation from Butterfly Sprinkler Heads

This project aims to create the polar equations from the relation of the points on the centre line of the water twisted from Butterfly sprinkler heads. The water path includes inner rim, outer rim and centre line laying in the middle of the water path is used Rhombus’s property. The diagonals are perpendicular bisectors of each other to create the centre line. Then we create the polar equation of the centre line of water that twists from 4 types of the Butterfly sprinkler heads: edge frame, curve frame, STL and STL rotary. The polar equation of outer rim and inner rim is created by adding and removing the “ f ” value ( ; is the distance between the outer rim and the centre line, and is the geometric sequence that is ) of the coefficient (a) of the polar equation respectively. The results show that the formal equation of the centre line is which can explain the different properties of Butterfly sprinkler heads. If “ f ” value is increasing the water path and the blade will be wider that affects droplets distributing thoroughtly. Furthermore the relationship between the volume of water and the radius of water distribution can be processed to find the least time that can increase the appropriate moisture level of soil.

以蛋白質體學方法鑑定人類肝癌細胞經蕾莎瓦治療之預後的潛力生物標記 Identification of Potential Prognostic Biomarkers in Hepatocellular Carcinoma Cells Treated with Sorafenib

肝癌是死亡率極高的癌症。目前並無非侵入性方法判斷標靶藥物治療效果。蕾莎瓦(Sorafenib)是一種使用於肝癌晚期治療的標靶藥物,但有些病患在治療過程中會出現抗藥性,因此可預測蕾莎瓦治療效果的生物標記相當重要。 血液中的生物標記可及時追蹤疾病進展與預後之評估。本實驗利用質譜法鑑定分析在肝癌細胞(HuH7)中加入蕾莎瓦模擬治療後肝癌的分子機轉,並透過生物資訊軟體了解蛋白質在HuH7細胞中所扮演的角色。我們發現Galectin-3 和HMGB1可能參與腫瘤細胞的增生和遷移,以西方墨點法觀察其表現量,發現Galectin-3 和HMGB1在受到藥物處理後,表現量皆有下降的情形。 蕾莎瓦可抑制B-RAF激酶進而阻斷MAPK pathway。MAPK pathway又可分成ERKs、JNKs和p38/SAPKs三類。為確認Galectin-3之訊息傳遞路徑,將蕾莎瓦和ERK抑制劑處理細胞,發現Galectin-3的表現量隨著時間而下降,證實Galectin-3的表現會受到ERK路徑調控。 Galectin-3與 HMGB1是極具潛力的生物標記可應用於蕾莎瓦的治療,希望這些生物標記可以應用在臨床上。

利用三階段迴歸修正法修正建築物場址效應對地震預警之影響

近年來場址效應(Site Effect)的研究主要為探討地質造成之場址效應,不過現代,人類大多在建築物內活動,而建築物之場址效應也應該被受重視,本研究利用模擬波形探討建築物場址效應造成之放大效應,發現放大倍率會隨著不同樓層而跟著放大1到2倍。 中央氣象局致力研究地震預警系統,希望藉由預報來減少地震造成之損失,而其用於預估最大加速度之衰減式(Attenuation Relationship)考慮震源效應(Source Effect)與路徑效應(Path Effect),而場址效應只利用經驗觀測值與預估值之比值表示。本研究以學校建築物做為研究區域,利用二階段衰減式作為模型提出三階段迴歸衰減式,加以考慮建築物造成之場址效應,在第三階段乘入利用模擬波形所得到之經驗場址效應放大倍率,最後利用線性迴歸修正,期望可有效預估建築物內之最大加速度,未來可用以建立建築物地震預警系統。

Fig Preservation

Figs have become an expanding industry here in New Zealand and are a current export fruit which could potentially provide a large amount of profit to both growers and the New Zealand market as a whole. Nicola’s family has about 10 acres of fig trees. They sell the figs locally and as an export. They generally sell for about $13 per kilogram here in New Zealand and $26 in the USA. However, figs only have a shelf life of about 7 days. This is because at present there is no proven pre or post-harvest treatment or method of storage that helps to decrease the rate of decay of the fig fruit. After researching post-harvest treatments for figs, Nicola found a report which claimed to have developed treatments that increased the shelf life of figs by about 5 weeks. With this kind of increase, it would be possible to transport, store and export figs over longer periods of time without running the risk of losing large amounts of produce, or delivering unsatisfactory fruit to customers. Nicola developed 7 different post-harvest treatments based on the ones that had shown promise in earlier research. These were hot-water baths of different temperatures, both with and without different bleach concentrations. To test these on the fruit she set up four experiments – a dry matter test, a firmness test (using a penetrometer), a colour test and observation of detrimental features of the fig. She tested these treatments at 0, 7, 14, 21 and 28 days from harvest. Nicola found that after 7 days, the firmness of all of the figs that had been treated had decreased to a large degree. The only figs that did not have a massive decrease were the untreated fruit. However after about 14 days, the firmness of all of the fruit became about the same and after this 14 day mark, she would not have considered any of the figs to be edible. However, in the appearance tests, it seemed that the treated figs that had the least amount of mould and rot were the ones that had been treated with higher levels of bleach such as the 55 degree Celsius water bath with 0.003L of bleach to every litre of water, and the 35 degree Celsius water bath with the same concentration of bleach. Overall, Nicola’s results showed that the hot water bath, and hot water bath and bleach post-harvest treatments did not slow the decay of the fruit in the earlier weeks after picking. In effect, Nicola’s research showed that the information she had relied on to help plan her study had claimed too much and that the treatments were less effective than had been stated. More research will be needed to find a more reliable way to improve the shelf life of figs.

缺幾格大不同-從方格排列結構到路徑之探討

本研究探討將方格填入Young Diagram之排列結構,考慮填入的順序並計算其方法數。已知Hool Length公式得以計算特定形狀的Young Tableau方法數,而本研究欲討論在給定各相連方格形式與其數量的情形下,一般化的排列圖形之性質及數量關係。首先發現骨牌的排列與「缺一格」形式之數量相同,進而深入觀察排列的結構以尋找兩者間的關聯性,並藉此對應關係(bijective relations)解釋這個特別的現象。接著,進一步的利用路徑表現此結構的相關性質,嘗試探討一般化的缺格情形,藉由路徑的對應,得知該排列方法數均為「廣義Motzkin數列」的線性組合。除此之外,更擴展至廣義的r-Ribbons「多格相連」的排列結構,發現r-Ribbons方格排列圖形在完整與「缺一格」的情況下可一一對應,若將n個r-Ribbons填入高度為H的Young Diagram中,當H不超過r時,其總方法數為Hn,以各列編號相異的方格數量進行分類,其結果為在H為空間下的Pascal分佈。

新興汙染物銦對阿拉伯芥生長之影響 Physiological and Molecular Response of Arabidopsis thaliana to Indium Exposure

銦之化合物常被應用於半導體產業當中,隨著使用量的增加也提高銦污染流佈於環境的風險,若此污染物流布至土壤並累積於植物體內,則可能通過食物鏈而影響人體的健康。現今國內外鮮少有銦對植物影響的相關研究,因此本研究以培養基試驗,探討銦對模式植物阿拉伯芥生長之影響。結果顯示,當銦處理濃度為500 µM時,其生質量以及根長會受到抑制。MDA含量的增加,顯示銦會對阿拉伯芥造成氧化逆境,而穀胱甘肽與金屬螯合素並非阿拉伯芥在銦逆境下主要的抗氧化機制。本研究亦發現銦處理下會影響對錳、鉀、鈉、磷、鐵、錳、銅以及鋅的吸收。此外,X光吸收光譜分析顯示根部以及地上部中銦物種有明顯組成上的差異。於根部有42.9%的銦是以吸附於細胞壁的形式存在,這可視為植物對重金屬所採取「隔離」策略的防禦方式之一。

H.E.L.P. Heart Empowers Lifelong Pacemaker

EXPERIMENT 1---The effect of NaCl and Glucose Concentration on the efficiency of the cell I. Introduction Experiment on different concentrations of standard glucose solution (ranged from 0.125 M to 1.000 M) and standard sodium chloride solution (ranged from 0.250 M to 4.000 M) were done. We investigated the full concentration effect, which included both concentration of glucose solution and sodium chloride solution on the fuel cell’s output voltage, current and power. II. Procedures 1. Add 25.0 cm3 of Glucose solution of the tested concentration to the beaker representing the anode, and add 25.0 cm3 of distilled water to the beaker representing the cathode. 2. Add 50.0 cm3 of 0.250 M NaCl (aq) to both beakers representatively. 3. Fold a piece of filter paper and soak in fully into NaCl (aq) at cathode. 4. Clean and place the silver wires into the beakers representatively, and connect the air pump to the cathode. 5. Connect the cell to two multi-meters, each acting as a voltmeter and an ammeter respectively 6. Take the readings of multi-meters after 30 seconds. 7. Repeat steps 1 to 6 twice for the second and third reading of the cell. 8. Take average value among three values as the final reading of the cell. 9. Repeat steps 1 to 8 by replacing the NaCl (aq) with concentrations of 0.000 M, 0.500 M, 1.000 M, 2.000 M and 4.000 M, and the standard glucose solution with concentrations of 0.000 M, 0.125 M, 0.250 M, 0.500 M, 0.750 M and 1.000 M. III. Result of Experiment 1 When glucose concentration is increased from 0.000 M to 0.250 M, the output power increases, it is found that power generated is maximized at glucose concentrations between 0.125 M and 0.250 M. However, with further increase in glucose concentration from 0.250 M to 1.000 M, the power generated decreases. This shows that high concentration of glucose inhibits the generation of electricity, while higher concentration of sodium chloride solution can increase the output. EXPERIMENT 2---The effect of temperature on the efficiency of the cell I. Introduction In this experiment, the second effect - temperature on the fuel cell’s output voltage, current and power was investigated. In order to get a significant result, the effect of temperature on these measures with fixed 0.250 M glucose solution and sodium chloride solution concentrations varied from 0.500 M to 4.000 M had been investigated. II. Procedures 1. Add 25.0 cm3 of Glucose solution of the tested concentration (0.25 M) to the beaker representing the anode, and add 25.0 cm3 of distilled water to the beaker representing the cathode. 2. Add 50.0 cm3 of 0.500 M NaCl (aq) to both beakers representatively. 3. Fold a piece of filter paper and soak in fully into NaCl (aq) at cathode. 4. Clean and place the silver wires into the beakers respectively, and connect the air pump to the cathode. 5. Connect the cell to two multi-meters, each acting as a voltmeter and an ammeter respectively 6. Take the readings of multi-meters after 30 seconds. 7. Repeat steps 1 to 6 twice for the second and third reading of the cell. 8. Take average value among three values as the final reading of the cell. 9. Repeat steps 1 to 8 by varying the temperature from 42℃ to 32℃. 10. Repeat steps 1 to 9 by replacing the NaCl solution of 0.000 M, 1.000 M, 2.000 M, and 4.000 M respectively. III. Result of Experiment 2 The results showed a consistent trend and relationship of the effect of temperature on the output current, voltage and power of the fuel cell for 4 different concentrations of sodium chloride solution with fixed 0.25 M glucose solution. Generally, the results showed that the output power increases with temperature. EXPERIMENT 3---The effect of dialysis tubing and Nafion 117 on the efficiency of the cell I. Introduction Semi-permeable membrane separating glucose and oxygen, ensure the glucose oxidation only occurs at the anode, and preventing glucose oxidation occurs at the cathode, responds to maximize power output. Experimental study on two kinds of membranes, dialysis membranes and Nafion 117 films were done, by studying their fuel cell output voltage, current and power effects. Previous experiments showed that the optimal output of the battery is at 0.250 M glucose solution, Therefore, experimental conditions for glucose concentration is fixed on 0.250 M and sodium chloride solution concentration varies from 0.500 to 4.000 M. II. Procedures The Effect of Dialysis Tubing on voltage and current of the fuel cell 1. Pour 50 cm3 1.000 M NaCl (aq) to each compartment of the beaker separated by dialysis tubing. 2. Pour 0.250 M Glucose Solution into the compartment representing anode. 3. Connect the cell to two multimeters, which act as a voltmeter and ammeter respectively 4. Take the reading of the multimeters after 30 seconds 5. Repeat steps 1 to 4 twice for the second and third reading of the cell. 6. Take average value among three values as the final reading of the cell. 7. Repeat steps 1 to 6 with NaCl (aq) with concentration of 0.000 M, 0.250 M, 0.500 M, 2.000 M and 4.000 M to obtain the remaining data. The Effect of Nafion 117 on voltage and current of the fuel cell 1. Add 50 cm3 1.000 M NaCl (aq) and 50 cm3 of 0.250 M of glucose solution to the beaker. 2. Add 1.000 M NaCl (aq) to the Nafion 117 membrane pouch, and silver plate was put inside to become the anode. 3. Connect the cell to two multimeters, which act as a voltmeter and ammeter respectively 4. Take the reading of the multimeters after 30 seconds 5. Repeat steps 1 to 4 twice for the second and third reading of the cell. 6. Take average value among three values as the final reading of the cell. 7. Repeat steps 1 to 6 with NaCl (aq) with concentration of 0.000 M, 0.250 M, 0.500 M, 2.000 M and 4.000 M to obtain the remaining data. III. Result of Experiment 3 The result had shown that when the solution does not contain glucose (i.e. Glucose concentration equals to 0.000 M), Nafion 117 Membrane Cells have similar power outputs compared to the dialysis tubing cells. However, in 0.250 M glucose solution, the output of Nafion 117 membrane cell is about 1 to 5 times more compared to that of dialysis tubing cell. According to the experiment results, it was found out that the power output was maximized when the concentration of glucose solution and NaCl (aq) are 0.250 M and 4.000 M respectively. Under this concentration, the out of Nafion 117 membrane cell was 1336.68 nW which was 5 times higher than that of dialysis tubing cell. Hence, adopting Nafion 117 as the selectively membrane can greatly enhance the output of cell. It is believed that the special structure of Nafion 117 has limited the movement of glucose molecules, and prevented their oxidation at cathode. This has enhanced the oxidation of glucose at anode, and thus increased the power output of the cell.

Parallax Modelling of OGLE Microlensing Events

We present a study using microlensing event data from the Optical Gravitational Lensing Experiment (OGLE), recorded in the period 2002-2016 from the Galactic bulge. Our two algorithms are based on the standard point-source-point-lens (PSPL) model, and on the less conventional parallax model respectively. The optimal fit was found for each sample event in the chi-square optimization algorithm, along with the best fit parameters. Out of the 7 best fits, 4 show strong parallax effect. The microlensing fit parameters were then cross-matched with proper motion data from the Naval Observatory Merged Astrometric Dataset (NOMAD), to obtain lens mass estimation for four events. These were estimated to 0.447 solar masses, 0.269 solar masses, 0.269 solar masses and 17.075 solar masses respectively. All masses were within the microlensing mass interval for lenses found in similar studies. In this study, we conclude that the parallax model often better describe long events and demonstrate the importance of utilizing both PSPL fits and parallax fits, instead of only the PSPL model. By varying only 2 of the 7 parallax microlensing parameters instead of all simultaneously, we obtain plausible values for lens direction and lens transverse velocity: a method to investigate microlensing lens properties with no regard to its luminosity. In addition, we also present spectral classes of the NOMAD objects associated with each event, which is vital for future investigations to further confirm mass estimations. We present strategies to further enhance the algorithm to analyze the microlensing event light curve to better find deviations. We also conclude that our double model can potentially unveil the presence of dim lens objects (MACHOs) such as brown dwarfs, exoplanets or black holes.