Relative Weight Research Articles

Characteristics of dissolved organic matter in water bodies during the dry season in the Huainan section of the Huaihe River Basin in Northern Anhui Province, China

This study investigated the spatial heterogeneity of dissolved organic matter (DOM) composition and characteristics in the central reaches of the Huaihe River Basin. The dry season DOM content and composition of three river bodies (the main stream of Huaihe River, the Huaihe tributaries and agricultural drainage ditches) in the Huaihe River Basin were studied using UV-Vis and three-dimensional fluorescence spectroscopy combined with parallel factor analysis (EEMs-PARAFAC). The degree of DOM humification and the relative molecular weight of tributaries and agricultural drainage ditches were significantly higher than those of the main stream (p < 0.01), and regarding the autogenetic characteristics of the three types of water bodies the tributaries and drainage ditches were more strongly affected by exogenous interference than the main stream. Three kinds of chemical components were determined by PARAFAC mode(C1:terrsstrial humus-like;C2:tryptophan-like;C3:protein-like), protein-like components were the main fluorescent components in DOM during the dry season, the proportion of different water systems exceeds 50%. Principal component analysis (PCA) showed that the fluorescence intensity of humus was closely related to the TP(Total phosphorus) concentration in the Huainan section water body of the Huaihe River Basin during the dry season. The absolute principal component-multiple linear regression model showed that the contribution of water nutrition to the C2 and C3 of protein-like fluorescent components was greater, while exogenous interference had a greater effect on the TP physicochemical index.

The Effects of Shrimp Waste Added to Broiler Diets on Growth Performance, Slaughter and Carcass Characteristics, Intestinal Morphology, Bone Traits, and Fatty Acids in the Meat.

Recycling animal waste is crucial for the circular economy, promoting environmental and sustainability. This study aimed to assess the impact of shrimp waste added to broiler diets on growth performance, slaughter and carcass characteristics, intestinal morphology, bone traits, and fatty acids in the meat. In the study, 315 ROSS-308 male broiler chicks were utilised as the animal subjects. The experiment consisted of five groups based on the timing and amount of shrimp (Penaeus vannamei) waste addition to their diet (Control [C], 1% added the first 11 days [1% FED], 1% added during fattening [1% DF], 2% added during the first 11 days [2% FED], 2% added during fattening [2% DF]). The differences in body weight, body weight gain, total feed intake and total feed conversion ratio, carcass parameters, relative internal organ weights, and fatty acids of thigh and breast meat among the groups were found to be statistically insignificant (p > 0.05). The addition of shrimp waste to the diet only significantly affected the VH/CD ratio in the jejunum, with the C group showing a lower ratio (p < 0.05). Adding shrimp waste to the diet only affected the seedor index of the femur among the characteristics of the leg bones, and an interaction between the period and the group was observed for this trait (p < 0.05). According to the results, up to 2% shrimp waste can be added to the diet without adversely affecting broiler performance, carcass quality, villus and bone properties, and fatty acid composition. The use of shrimp waste in feed can benefit the broiler industry and protect to environment.

Ameliorative effect of rutecarpine supplementation against cisplatin-induced nephrotoxicity in rats via inhibition of monocyte chemoattractant protein-1, intercellular adhesion molecule-1, high-mobility group box 1, and nuclear factor kappa B.

Cisplatin, the pioneering heavy metal compound, stands out as a potent drug for the treatment of various solid tumors. However, its clinical utility is hampered by notable toxicity and adverse effects, particularly nephrotoxicity. The potency of rutecarpine, a phytochemical, in mitigating cisplatin-induced nephrotoxicity was assessed in the present study. In this experimental setup, healthy male Wistar rats were grouped into four and Group I rats served as the control group, receiving only vehicle control. Group II rats were subjected to cisplatin treatment alone, administered intraperitoneally at a dosage of 7mg/kg body weight on the 19th, 20th, and 21st days. Group III and IV rats were orally administered with rutecarpine at doses of 10 and 20mg/kg body weight, respectively, starting from Day 1 and continuing daily for 21 days. Additionally, they were injected intraperitoneally with cisplatin at the same dosage and schedule as Group II. Relative kidney weight and renal biochemical markers blood urea nitrogen, lactate dehydrogenase, serum urea, and creatinine were measured to assess rutecarpine inhibitory potency against cisplatin toxicity. Markers of oxidative damage and antioxidants levels were quantified in the ruteacarpine- and cisplatin-treated rats. The study investigated the anti-inflammatory property of rutecarpine in cisplatin-induced nephrotoxicity by analyzing inflammatory cytokines. Renal tissue levels of monocyte chemoattractant protein-1, intercellular adhesion molecule-1, high-mobility group box 1, and nuclear factor kappa B, key markers of nephrotoxicity, were quantified to assess rutecarpine's potential to mitigate cisplatin-triggered damage. Histopathological examinations were performed to confirm the impact of rutecarpine against cisplatin-induced nephrotoxicity. Treatment with rutecarpine notably reduced renal biochemical markers, prevented renal edema, and attenuated oxidative stress-induced damage in cisplatin-treated rats. Both inflammatory and nephrotoxicity markers showed significant decreases in rats treated with rutecarpine along with cisplatin. Histological analysis affirmed that rutecarpine pretreatment effectively prevented cisplatin-induced nephrotoxicity. The study findings demonstrate that rutecarpine ameliorates cisplatin-triggered nephrotoxicity through its antioxidant and anti-inflammatory properties, suggesting that rutecarpine supplementation alongside cisplatin treatment could potentially reduce nephrotoxicity in cancer patients.

A systematic flood risk assessment of Bloemfontein Watershed, South Africa

Understanding the elements contributing to flood risk can create effective plans and policies for decision-makers to lessen vulnerability and boost resilience. Over the years, Bloemfontein has experienced seasonal flooding, despite the low amount of rainfall it receives compared to other towns in South Africa. This study systematically assessed flood risk in the most vulnerable watershed of Bloemfontein. The analytical hierarchy process (AHP) and GIS-based multi-criteria decision-making were utilized to map and identify potential locations that are vulnerable to floods. The relative weight of each criterion taken into account for the susceptibility mapping was determined using AHP. Geospatial techniques were used to assess the vegetation cover, moisture content, surface water, and land surface temperature (LST) from 1991 to 2023, as well as ten physical environmental factors linked to the occurrence of floods. Findings from this study revealed a decrease in vegetation cover and moisture content and an increase in the LST from 1990 to 2023. The susceptibility to flood map shows that 9.63% of the watershed is low susceptible to flooding, 79.26% is moderate, 11.07% is high, and 0.03% is very high susceptible to flooding. The built areas and major farmlands fall within the high susceptibility zone of 11%.

Life History Traits of Ambassidae Fish, Chanda nama (Hamilton, 1822) From the Old Brahmaputra River of Northeastern Bangladesh

ABSTRACTThe present study provides a comprehensive analysis of the population structure (length–frequency distributions), growth pattern (length–weight relationships [LWRs] and length–length relationships), physiological condition factors (allometric [KA], Fulton's [KF] and relative [KR]), relative weight (WR) and form factor (a3.0) of Chanda nama. A total of 1200 specimens were collected from the Old Brahmaputra River, northeastern Bangladesh, for 12 months by traditional fishing gear, including seine net and cast net. The total length (TL) of several individuals varied from 2.3 to 7.2 cm. The highest percentage contributed to the population's 4.0–4.5‐cm‐sized group. The LWRs indicated a positive allometric growth pattern (b &gt; 3.0). Fulton's condition factor significantly correlated with TL and body weight (p &lt; 0.0001). The calculated WR ranged from 67.38 to 137.64. No significant variations from 100 were found using the Wilcoxon rank test (p = 0.034), suggesting that C. nama might live there in a balanced predator–prey environment. Furthermore, the measured value for the form factor (a3.0) was 0.0105. In addition, fish with a TL of 7–8 cm should be caught since they are in good condition and have enough meat. The study's findings will greatly contribute to the efficient and enduring management of C. nama in the Old Brahmaputra River and its adjacent ecosystems.

Residual channel attention based sample adaptation few-shot learning for hyperspectral image classification.

Few-shot learning (FSL) uses prior knowledge and supervised experience to effectively classify hyperspectral images (HSIs), thereby reducing the cost of large numbers of labeled samples. However, existing few-shot methods ignore the correlation between cross-domain feature channels, and the feature representation ability is insufficient. To address above issue, this paper proposes a novel Residual Channel Attention Based Sample Adaptation Few-Shot Learning for Hyperspectral Image Classification(RCASA-FSL) for hyperspectral image classification (HSIC), which can capture and enhance cross-domain dependencies through multi-layer residual connection and random-based feature recalibration. Specifically, a Deep Residual Feature Channel Attention Mechanism (DRFCAM) is designed to obtain cross-domain dependencies by residual concatenation, and further the residual structure is stacked for mining depth discrimination information. Furthermore, a new Random-based Feature Recalibration Module (RFRM) is proposed to reassign the feature weights via random matrix, which fully explore feature weight relationships to guide the sample adaptation process. Besides, we design a joint loss function with combining the FSL loss and domain adaptive loss for further optimization model. Experiments conducted on several standard hyperspectral datasets demonstrate that the proposed RCASA-FSL is superior to other FSL techniques in both quantitative and qualitative aspects.

Superabsorbent hydrogels: A new tool for vineyard water management?

New superabsorbent hydrogels (SH) could be groundbreaking technologies for the adaptation of agriculture to climate change, but knowledge about their physio-chemical traits, their effects on soil hydrology, and their efficacy on tree crop physiology is very limited. In this work, two potassium polyacrylate SH (SH1 and SH2) and an organic material derived SH (SH3) were tested for their water holding capacity and the capability to improve soil hydrology according to the water demands of cultivated grapevine, one of the most relevant rainfed tree crops. All SH absorbed a significant amount of water as compared to their relative weight (from 9.19 g H2O/g polymer of SH3, to 369.64 g H2O/g polymer of SH2) and made it available at water potential (Ψ) levels compatible with grapevine root system uptake. When incorporated to the soil, all SH successfully increased soil field capacity, affecting also wilting point, and increasing maximum plant available water (from +43 % of SH2 to +84 % of SH1). All SH increased stem Ψ of potted vines subjected to a progressive water deficit, as compared to controls (+0.25 MPa at four days from irrigation suspension, +0.2 MPa at eight days from water suspension, when Control vines showed a stem Ψ of −1.63 MPa).Our work demonstrated for the first time the potentialities of three different SH and their positive effects on soil water relations. Both synthetic and organic-derived SH could improve vine water status under limited water supply. While other studies are needed to clarify effects according to different rootstocks and soils, the results pave the way for the integration of SH in vineyard water management.

Assessment of Reproductive, Genotoxic, and Cytotoxic Effects of Leachate-Contaminated Water in Male Mice

Leachate-contaminated water (LCS) poses significant health risks due to its heavy metal content and altered physicochemical properties. This study examined the physicochemical parameters and heavy metal levels in LCS and assessed its reproductive toxicity, genotoxicity, and cytotoxic effects in exposed mice. Groups of mice (n=5) were orally administered 100 μL of 30% and 70% LCS (v/v) twice daily for 35 days. Drinking water served as a negative control, and cyclophosphamide (Cyp) (20 mg/kg bw) as a positive control. On day 36, the mice were weighed, sacrificed, and their testicular weight, sperm count, sperm morphology, viability, acrosome integrity, and serum testosterone were examined. Oxidative stress in the testes, histopathological changes, and serum markers for liver and kidney function (SGOT, SGPT, and creatinine) were also assessed. Genotoxic effects were evaluated using a micronuclei (MN) assay. Analysis of the leachate showed altered physicochemical parameters and elevated heavy metal levels. Exposure to LCS led to a significant decrease in relative testis weight, sperm count, normal sperm morphology, viability, acrosome integrity, and serum testosterone levels. It also caused a notable increase in MDA levels and a decrease in catalase (CAT), superoxide dismutase (SOD), and glutathione (GSH) levels, along with histological changes in the testes of LCS-treated mice compared to controls. Additionally, there was a significant rise in MN formation in RBCs and elevated levels of liver enzymes and creatinine, indicating liver and renal toxicity. Histological alterations in the liver and kidneys were also observed in LCS-exposed mice. These findings suggest that LCS induces reproductive toxicity, genotoxicity, and cytotoxicity in male subjects.

Cafeteria diet and caloric restriction affect metabolic but not behavioral characteristics in male Wistar rats

This study aimed to evaluate the effects of a cafeteria diet and caloric restriction on behavioral and metabolic profiles of adult male Wistar rats. The rats were randomly divided into three groups (n = 12/group) and from 10 weeks of age fed either ad libitum standard rat chow (control group), ad libitum cafeteria diet in addition to standard chow (diet-induced obesity (DIO) group) or kept on caloric restriction (at 85% weight of controls; restricted group) for a period of 12 weeks. Body weight was assessed twice per week and glucose levels were measured at three times during the 12-week period. At week 11 the animals were behaviorally profiled using the multivariate concentric square field™ (MCSF) test. After 12 weeks of diet the animals were euthanized, blood collected, relative organ weights were assessed and plasma or serum levels of insulin, glucose, and lipid profile were measured. The DIO group gained 23% more weight than the control group (p < 0.001) and increased adipose tissue weight in comparison to the control (p < 0.001) and restricted groups (p < 0.001). Glucose was significantly increased (p < 0.001) only during the second measurement at week 7 and insulin levels were elevated in the DIO group compared to controls and restricted groups (p < 0.01; p < 0.001, respectively). Plasma cholesterol levels were reduced for both DIO (p < 0.01) and restricted (p < 0.001) groups relative to controls. Adiponectin and leptin levels were higher for the DIO group in comparison to both the control (p < 0.001; p < 0.05) and restricted (p < 0.001; p < 0.001) groups. Thus, the two diets led to significant changes in body weight gain, adiposity, and metabolism. However, they did not alter the behavioral profiles in the MCSF test, suggesting that activity, exploration, risk assessment, risk taking or shelter seeking remained unaffected by the dietary interventions. The current findings suggest that an increase or reduction in energy intake resulted in no behavioral effects, despite the accompanying glycemic alterations potentially related to diabetes development.

Acute and sub-acute toxicity of ethanol leaf extract from Acrostichum aureum in rats

Acrostichum aureum L. (A.aureum) is a medicinal plant that has anti-cancer, anti-inflammatory, and anti-bacterial activities and has been widely used traditionally in the treatment of many diseases. However, there is a dearth of information on the plant's safety. The present investigation was carried out to evaluate the acute and sub-acute toxicity of ethanol leaf extract of A. aureum (ELAA) in female Sprague Dawley (SD) rats. Oral acute toxicity was studied in female SD rats administered a single dose of 5000 mg kg-1 body weight ELAA. The sub-acute toxicity evaluation was also conducted orally with 100, 200, 500, and 750 mg kg-1 body weight of ELAA for 28 days in female SD rats. The impact of sub-acute treatment on body weight, gross histology, relative organ weight, urinalysis, hematology, plasma biochemistry, and histopathology was assessed following treatment. The ELAA did not cause death or signs of toxicity after acute treatment. Similarly, all the parameters evaluated during acute and sub-acute administration of ELAA did not significantly differ from the control. Therefore, the median lethal dose (LD50) of the ethanol extract of Acrostichum aureum is greater than 5000 mg kg-1 body weight. Its oral sub-acute administration is also non-toxic and safe at the tested doses.

Aflatoxin B1-associated oxidative stress along with toxicopathological and immunological alterations is efficiently counteracted by dietary supplementation of distillery yeast sludge in broilers.

Aflatoxin B1 (AFB1) is among the most potent genotoxic and carcinogenic mycotoxins and is a major source of distress for the growing poultry sector. On the other hand, distillery yeast sludge or distillery sludge (DS) is a byproduct of molasses-based industries. It is often treated as a waste despite containing abundant nutrients particularly protein, basic amino acids, and vitamins along with other macro and micronutrients. This study was designed to investigate the oxidative stress and immunological alterations induced by AFB1 and their amelioration by dietary supplementation with DS. For this purpose, 360 newly hatched broiler chicks were randomly divided into twelve groups (30 birds each) and fed different combinations of AFB1 (100, 200, or 600µg/kg) and DS (5 or 10g/kg) for 42days. The parameters under consideration were body weight, feed conversion ratio (FCR), relative organ weights, histopathological examination of different visceral organs, total antioxidant capacity, antibody response to intravenous injection of sheep red blood cells, in situ lymphoproliferative response to phytohemagglutinin-P, and phagocytic potential through a carbon clearance assay system. The results of this study established that DS supplementation ameliorated AFB1-associated oxidative stress and ameliorated toxicopathological and immunological anomalies in groups given AFB1 at 100µg/kg and 200µg/kg; however, little to no relief was observed in birds fed AFB1 at 600µg/kg. The determination of the actual ratio of the AFB1 to the DS for substantiating the ameliorating effects requires further investigation.

Attention-disentangled re-ID network for unsupervised domain adaptive person re-identification

Unsupervised domain adaptation (UDA) for person re-identification (re-ID) aims to bridge the domain gap by transferring knowledge from the labeled source domain to the unlabeled target domain. Recently, pseudo-label-based approaches have become the dominant solution for addressing this issue. However,most pseudo-label-based methods neglect class boundary samples to reduce the influence of false pseudo labels, sacrificing intra-class semantic diversity. Although hard sample memory bank-based approaches can discover relationships between samples and describe intra-class diversity, they are prone to increasing the risks of generating incorrect pseudo labels. Balancing intra-class variety and pseudo-label accuracy in cross-domain person re-ID poses a challenge. In this study, we propose an attention-disentangled re-ID network (ADDNet) to enhance the discriminative ability of re-ID related feature representations, addressing the contradiction between intra-class diversity and pseudo-label accuracy. Unlike most disentanglement learning-based re-ID approaches that focus on separating explanatory factors, we design a spatial attention-disentangled mechanism to separate re-ID related and unrelated weights, enhancing the discriminative ability of cross-domain feature representation. Additionally, a multiple hard sample memory learning strategy is designed to express intra-class diversity of target samples using re-ID related features extracted from ADDNet. Extensive experiments show that ADDNet achieves 46.7% mAP on the Market-to-MSMT cross-domain re-ID task, outperforming state-of-the-art methods by 6.5 points.

Habituation Does Not Change Running Economy in Advanced Footwear Technology.

This study aimed to compare running economy across habituated and nonhabituated advanced footwear technology (AFT) in trained long-distance runners. A total of 16 participants completed up to six 5-minute trials in 1 to 3 pairs of their own habituated shoes and 3 different and standardized AFTs at individual marathon pace. We measured oxygen uptake and carbon dioxide production and expressed running economy as oxygen uptake (in milliliters oxygen per kilogram per minute), oxygen cost of transport (oxygen per kilogram per minute), energetic cost (in watts per kilogram), and energetic cost of transport (in joules per kilogram per kilometer). We used linear mixed-effect models to evaluate differences. Relative shoe weight and shoe mileage (distance worn during running) were covariates. Forty-eight standardized and 29 individual AFT conditions were measured (mileage 117.0 [128.8]km, range 0-522km; 25 habituated 135.7 [129.2]km, range 20-522km; 4 nonhabituated 0 [0]km, range 0-0km). Rating of perceived exertion, blood [La], and respiratory exchange ratio ranged from 9 to 15, 1.11 to 4.54mmol/L, and 0.76 to 1.01. There was no effect for habituation on energetic cost of transport (thabituation = -.232, P = .409, b = -0.006; 95% CI, -0.058 to 0.046) or other running economy metrics. Neither shoe weight nor shoe mileage had an effect. Our results suggest that habituation to AFTs does not result in greater benefits in the use of AFTs. This means that implementation in training may not be needed, even if we cannot rule out any other possible benefits of habituation at this stage, such as adaptation of the musculoskeletal system.

Design and modeling of an eco-friendly anchored fish aggregating device with artificial reef subjected to wave and current

Anchored fish aggregating devices (AFADs) and artificial reefs play a vital role in enhancing marine biomass and biodiversity for marine ecosystem restoration. Improving the coastal ecosystem remains a significant challenge worldwide. However, AFADs are highly vulnerable to damage under marine conditions, which can lead to significant marine pollution. An AFAD, in which an artificial reef is applied as the anchor, is designed to enhance the efficiency of marine ecosystem restoration. This system consists of a biodegradable raft, cotton rope, and concrete artificial reef. Numerical modeling is conducted to simulate the hydrodynamic performance of the AFAD based on an unsteady Reynolds-averaged Navier–Stokes approach with a realizable k–ε turbulence model. Wave forcing based on the Euler overlay method is applied for wave dissipation, followed by theoretical verification. The effects of wave parameters, relative raft length, rope length, raft diameter, and sinker weight on the motion response amplitude operators and relative rope tension are considered. The results show that the wave parameter has a significant effect on the hydrodynamic performance of the AFAD. With a relative raft diameter of 0.6, relative rope length of 2.6–2.8, and relative sinker weight of 0.8, the motion response amplitude operators and relative rope tension are minimized. The proposed AFAD can provide a stable three-dimensional zone to efficiently enhance the aggregation of marine species.

Diuresis-led volume replacement strategy in extremely low birth weight infants.

In extremely low birth weight infants, fluid overload has been associated with bronchopulmonary dysplasia and death. Excessive weight loss may increase the risk of meconium obstruction and intestinal perforation. As these infants display oliguria followed by polyuria, we embarked on a diuresis-led volume replacement strategy as of January 2020. This single-centre analysis presents data of infants <1000 g birth weight surviving for more than 3 days admitted 2017-2019 (n = 217, daily volume increase) versus 2020-2022 (n = 2022, diuresis-led volume replacement). The second cohort had lower gestational age (median [interquartile range]: 253/7 [243/7-264/7] vs. 263/7 [251/7-282/7] weeks), less antenatal steroids (58% vs. 69%), more indomethacin (66% vs. 47%) and higher initial diuresis (5.6 [4.9-6.8] vs. 4.8 [4.2-5.5] mL/kg/h) but did not differ by relative weight loss at Day 7 of life. Employing binary logistic regression with gestational age, antenatal steroids and indomethacin as covariates, the cohorts did not differ by rates of patent ductus arteriosus, abdominal surgery or severe retinopathy of prematurity, while there were significant declines in sepsis (from 32% to 19%), bronchopulmonary dysplasia (from 26% to 23%) and mortality (from 13% to 7%). Diuresis-led volume replacement appears to be safe and maybe beneficial.

Structural Characterization and Anti-inflammatory Activities of a Purified Polysaccharide from Veronica persica Poir.

In this manuscript, the polysaccharide (VPP-I) from Veronica persica Poir., was characterized in detail by high performance gel permeation chromatography (HPGPC), high performance liquid chromatography (HPLC), Fourier transform infrared spectroscopy (FT-IR) and nuclear magnetic resonance spectroscopy (NMR). In addition, lipopolysaccharide (LPS) induced inflammation model of RAW264.7 cells was used to evaluate the in vitro anti-inflammatory activity of VPP-I. The results showed that the relative molecular weight of VPP-I was 2.355 KDa, which was mainly composed of mannose (Man), glucose (Glc) and galactose (Gal) in a ratio of 1 : 32.46 : 28.76. Moreover, the VPP-I contained sugar alcohol derivatives of T-DGlcp(1→, →4)-D-Galp(1→, →3,6)-D-Manp(1→, →4)-D-Glcp(1→, →6)-D-Galp(1→ and →6)-D-Glcp(1→. In vitro anti-inflammatory results showed that VPP-I could inhibit the secretion of IL-β, IL-6 and TNF-α in RAW264.7 cells induced by LPS. Moreover, compared to the LPS group, the mRNA expression levels of iNOS, COX-2, IL-β, IL-6 and TNF-α produced by RAW264.7 were significantly decreased after treatment with VPP-I (P<0.05). In addition, VPP-I could increase the SOD and GSH-Px enzymes activity and decrease the content of MDA in LPS-induced RAW264.7 cells (P<0.05). In summary, this paper laid theoretical foundation for the application of Veronica persica Poir. in the field of medicine.

Tailoring enzyme modified starch through high-moisture extrusion: Unraveling structure-property relationships

The conventional method of producing enzyme modified starch (ES) involves using a dilute starch suspension, which necessitated substantial heat expenditure for drying the product and resulted in significant energy waste. Improved extrusion cooking technology (IECT) could extrude materials under high moisture, and it is a new physical modification technology. A comprehensive investigation was undertaken to produce enzyme modified starch (ES) with varying dextrose equivalent (DE) using IECT. The study systematically explored the effects of different screw speeds on the resulting IECT-ES properties. And principal component analysis and artificial neural network analysis were used to explore the correlation between data and the synaptic weight relationships. Results indicated that Maltese cross of IECT-ES disappeared, the R1047/1022 and R995/1022 decreased to 0.7305 and 0.9012 respectively, the full width at half maximum at 480 cm−1 increased to 26.81 %, light transmittance increased to 21.20 % and DE value rose to 14.19 % at 300 rpm. The properties evolution of IECT-ES was closely related to changes in structure and conditions. This study aimed to evaluate the effectiveness of IECT as an alternative method for producing enzyme modified starch. The findings provide valuable insights into more energy-efficient starch modification processes.

Supervised and unsupervised machine learning for elemental changes evaluation of torrefied biochars

This study implements a comprehensive analysis of supervised and unsupervised learning to evaluate elemental changes and investigate the merits of the machine learning method for torrefied biochar property analysis. The focus is on data analysis using artificial neural networks (ANNs) and k-means algorithms for analyzing the carbonization index (CI) and deoxygenation index (DI) after biomass torrefaction. The predictive response surfaces for CI and DI are formulated and analyzed accordingly by preprocessing the raw data as either lignocellulosic or microalgal datatype. Based on ANNs, the relative importance weights of the factors of temperature, duration, and biomass type are 45.87 %, 23.19 %, and 30.94 %, respectively, for the CI response, while 35.27 %, 26.62 %, and 38.11 %, respectively for the DI response. For k-means analysis, the optimal number of clusters for lignocellulosic and microalgal datasets are two and three, respectively. The R2 value of ANNs is 0.9565. The distribution and percentage of the dataset within the clusters are influenced by the time for the lignocellulosic datatype, while they are influenced by temperature for the microalgal datatype. The obtained results are conducive to improving the cognition of the machine learning method on torrefaction performance analysis.

Fecundity of &lt;i&gt;Sepioteuthis lessoniana&lt;/i&gt; (Cephalopoda:Loliginidae), in the Gulf of Mannar Marine BiosphereReserve

Sepioteuthis lessoniana is one of the commercially important species, showing genetic differences among its lineages B (Gulf of Mannar) and C (Palk Bay). This study estimated the average fecundity of S. lessoniana from lineages B at 1,043 oocytes, ranging from 308 oocytes in a female, 18.0 cm dorsal mantle length (DML), (11.8 g ovary weight), to 2,563 oocytes in a female, 34.9 cm DML (70.4 g ovaryweight). Larger females exhibited higher fecundity, which increased with DML according to the equation Fecundity=0.2266*DML2.5802. The fecundity-ovary weight relationship followed the equation: Fecundity=21.379+33.131*ovary weight. These findings contribute to our understanding of S. lessoniana stocks from lineage B and their management.

Biological characteristics of the uçá crab, Ucides cordatus (Crustacea: Decapoda) in a mangrove forest in the Cururupu Extractive Reserve (RESEX), Maranhão

The swamp ghost crab (Ucides cordatus) is one of Brazil's most economically important crustaceans. Due to the intense use of this resource, there are already signs of overfishing and a possible threat of extinction shortly. As a result, the present study analyzed the biometric relationships in U. cordatus, and verified the influence of environmental factors. The study was realized on Ilha de Guajerutiua in the RESEX of Cururupu between March 2016 and February 2017 to contribute to sustainable management for species conservation. For this, the influence of abiotic parameters on the biometric data of the species was analyzed. The formation of clusters of abiotic parameters between seasonal periods, the variation in weight and total width between reproductive stages and the variation in width and total weight in relation to seasonal periods and sex of the specimens were verified. The months considered as 'rainy period' presented, on average, 218.9 mm of rainfall and 1.19º C of temperature more than the months considered as 'dry period,' while the dry period months had, on average, 3.47 PSU of salinity more than the months of the rainy season. specimins were larger and heavier in the rainy season. In general, males were larger than females in size and weight for the entire period. The allometry between reproductive stages and seasonal periods was negative, demonstrating that these individuals are spending more energy growing in width. According to the data observed in this study, this species is in a good state of conservation in the studied area.