Harvesting Areas Research Articles

An Interval Fuzzy Programming Approach to Solve a Green Intermodal Routing Problem for Timber Transportation Under Uncertain Information

This study investigates an intermodal routing problem for transporting wood from a storage yard of the timber harvest area to a timber mill, in which the transfer nodes in the intermodal transportation network have multiple service time windows. To improve the environmental sustainability of timber transportation, a carbon tax policy is employed in the routing to reduce the carbon emissions. Uncertain information on the capacities and carbon emission factors of the transportation activities in the intermodal transportation network is modeled using interval fuzzy numbers to enhance the feasibility of the routing optimization in the actual timber transportation. Based on the above consideration, an interval fuzzy nonlinear optimization model is established to handle the specific routing problem. Model defuzzification and linearization are then conducted to obtain an equivalent formulation that is crisp and linear to make the global optimum solution attainable. A numerical experiment is conducted to verify the feasibility of the proposed model, and it reveals the influence of the optimization level and service time windows on the routing optimization, and it confirms that intermodal transportation is suitable for timber transportation. This experiment also analyzes the feasibility of a carbon tax policy in reducing the carbon emissions of timber transportation, and it finds that the performance of this policy is determined by the optimization level given by the timber mill and is not always feasible in all cases. For the case where a carbon tax policy is infeasible, this study proposes a bi-objective optimization that can use Pareto solutions to balance the economic and environmental objectives as an alternative. The bi-objective optimization further shows the relationship between lowering the transportation costs, reducing the carbon emissions, and enhancing the reliability on capacity and budget by improving the optimization level. The conclusions provide managerial insights that can help the timber mill and intermodal transportation operator organize cost-efficient, low-carbon, and reliable intermodal transportation for timber distribution, and support sustainable forest logistics.

A Lagrangian relaxation approach for algae-based biofuel supply chain network design under uncertainty and pricing issue.

Biofuel has gained significant attention as a potential source to meet fuel demands instead of fossil fuel. The price of biofuel and alternative fuel have a considerable impact on biofuel demand. Thus, it is important to design a biofuel supply chain network that incorporates the biofuel price into an elastic demand. More precisely, a variable demand, including customer importance level (to the environment), biofuel price, and substituted fuel price, is considered in this research. Furthermore, this research presents a bi-objective mixed-integer quadratic formulation that aims to maximize the total profit of the supply chain and carbon absorption in harvesting areas. The problem is solved by the ε-constraint and lagrangian relaxation methods due to its complexity. Moreover, substituted fuel price uncertainty is addressed by two-stage stochastic programming. Finally, a real case study utilizing the data envelopment analysis approach is applied to assess the efficiency and currency of the addressed model. Several consequences are illustrated in the case study, such as rich areas for exporting algae, suggesting hub locations for biofuel production, etc.

Long-term patterns of post-fire harvest diverge among ownerships in the Pacific West, U.S.A.

Abstract Post-fire harvest (PFH) is a forest management practice designed to salvage value from burned timber, mitigate safety hazards from dead trees, reduce long-term fuels, and prepare sites for replanting. Despite public controversy and extensive ecological research, little is known about how much PFH occurs on private and public lands in the U.S. Pacific West, or how practices changed with shifting forest policy and increasing area burned over the last three decades. We mapped PFH across 2.2M burned hectares in California, Oregon, and Washington between 1986-2017 and used time series intervention analysis to compare trends in area, rate (% of burned area harvested), and mean patch size between private (0.5M ha) and federal (1.6M ha) forest land and across a gradient of burn severity. Harvest rates varied by ownership (4.9% federal, 18.6% private, 8.0% overall), and practices evolved and diverged over the study period. PFH area and rate declined across all ownerships in the mid-1990s during a period of reduced fire activity. As area burned increased between the early 2000s and late 2010s, PFH area rebounded and surpassed late-1980s levels, while rates remained relatively low. On federal lands, PFH practices shifted in the early-to-mid 1990s towards lower rates (10.3% to 3.8%) and smaller patches (6.0 to 3.3 ha), following policy changes and increased litigation. PFH rates on federal lands decreased at all levels of burn severity, with the largest decreases (6.2% to 1.2%) in forests with low tree mortality (i.e. fire refugia). Conversely, private PFH rates and mean patch sizes more than doubled in forests burned at very low-to-moderate severity. Our results highlight how PFH practices have shifted with policy, socio-economic pressure, and increasing area burned over 31 years in the Pacific West. A similar area of post-fire harvest is now dispersed over larger fires, with practices diverging substantially between ownerships.

Postoperative Pain Control After ACL Reconstruction With Semitendinosus Tendon Graft: A Randomized Controlled Trial Comparing Adductor Canal Block to Local Infiltration Analgesia

Background: Both adductor canal block (ACB) and local infiltration (LI) are effective for postoperative pain management after arthroscopic-assisted anterior cruciate ligament (ACL) reconstruction (ACLR). While LI is a more straightforward procedure, its effectiveness remains debated. Purpose: To evaluate morphine consumption within 48 hours after ACLR with a semitendinosus tendon graft, comparing ACB and LI; secondary objectives: to evaluate pain levels, patient satisfaction, quadriceps strength, range of knee motion, and complications. Study Design: Randomized controlled trial; Level of evidence, 1. Methods: Patients undergoing primary ACLR with a semitendinosus tendon graft were randomized to receive either ACB (0.25% bupivacaine; 20 mL) or LI at the surgical wound, graft harvest area, and intra-articular injection. The LI group received morphine (3 mg), ketorolac (30 mg), and tranexamic acid (1 g). Morphine consumption within 48 hours was monitored using an intravenous patient-controlled analgesia device. Results: A total of 48 patients were analyzed (n = 24 in each group); baseline characteristics were similar between groups. The LI group consumed significantly less morphine than the ACB group at 6 hours (median [interquartile range, IQR], 3 mg [0-4.8 mg] for the LI group vs 5.5 mg [2-9] for the ACB group; P = .003). However, no significant differences were observed in morphine consumption at other time points. Additionally, no significant difference was found in cumulative morphine consumption at 48 hours between the groups (median [IQR], 21.5 mg [11-34.5 mg] for the ACB group vs 16.5 mg [8.5-21.8 mg] for the LI group; P = .137). Postoperative pain scores, quadriceps strength, and patient satisfaction were similar between the 2 groups. Conclusion: Morphine consumption at 48 hours postoperatively was comparable between the LI and ACB groups, and no significant group differences were found in postoperative pain, quadriceps strength, or patient satisfaction. Registration: TCTR20190320003 (Thai Clinical Trial Registry).

Human exposure to heavy metals and possible public health risks via consumption of mussels M. galloprovincialis from the Albanian sea cost

Heavy metals in the marine environment are significant contaminants that readily bioaccumulate in the tissues of aquatic organisms, particularly in filter-feeding animals such as bivalve molluscs. Human exposure to elevated concentrations of heavy metals, including essential elements such as Fe, Cu, and Zn, through the consumption of seafood can lead to various pathological effects. Research has demonstrated that among bivalve molluscs, mussels are the most effective indicators for monitoring marine pollution. Consequently, this study focused on the species Mytilus galloprovincialis to evaluate the levels of Al, As, Cd, Cr, Cu, Fe, Mg, Ni, Pb, and Zn in the two primary harvesting areas of Albania and to assess the associated human health risks from mussel consumption. The results revealed a concerning situation, particularly for Pb and Cd, with average concentrations of 2.15 μg/g and 4.14 μg/g, respectively, significantly exceeding the limits established by Regulation (EC) No. 915/2023. The levels of the other investigated elements also raised concerns, as only half of them were within the dietary intake values recommended by scientific authorities for weekly consumption of 250 g of mussels.

A Procedure to Characterize Wood Pile Inventories at Roadside

Tracking roadside wood inventories is necessary for wood procurement. However, this operation is increasingly problematic due to the costs associated with reaching remote sites, labour shortage, and the methods providing limited information on the characteristics of the logs required for transport planning. To overcome these problems, an automated procedure has been developed in Arcmap to characterize individual wood pile inventories at roadside by using GPS points of forwarders, harvester production files, and the road network shape files. An inventory of the logs in the harvest area followed by a wood pile inventory at the roadside were made to evaluate how the procedure could trace logs from machine operating trail to predicted wood pile locations. The study was done at six harvest blocks in the Saguenay-Lac-Saint-Jean region in the province of Quebec, Canada. The procedure was not able to differentiate individual wood piles and aggregated several piles into predicted unloading areas. Results indicated a similarity index of 72% to manually inventoried wood piles. The similarity index could be explained by the low percentage of inventoried unpredicted wood pile lengths (3%) and a high percentage of overpredicted wood pile lengths (27%). The positive allocation rate could not be assessed at the level of the individual piles. On the other hand, the procedure properly allocated 96% of the logs to unloading areas. With the level of precision obtained, the developed procedure could be beneficial for managing the transportation of wood at the level of the road segment since it provides all the dendrometric data of the logs available for transport without requiring human intervention in the forest.

Improving bird abundance estimates in harvested forests with retention by limiting detection radius through sound truncation

Abstract An inherent challenge with acoustically surveying birds is that the distance at which they can be detected depends on how far their song can be heard. We developed a distance-based sound detection space truncation method to correct for variable sampling radii due to surveying in forested or open conditions. The method was pivotal in evaluating bird responses to retention patches; without this methodological advancement, the impact of retention patches on songbird abundance was vastly underestimated. In the boreal forest, these patches of live trees are retained in regenerating harvested forests to provide ecological services for species adapted to natural disturbances. Although we did not verify our a priori assumption with ground observations, our findings suggest that limited-distance sampling better captures the effects of retention patches on bird use of harvested forests. When evaluated using unlimited distance surveys, retained trees had a negligible effect on bird abundance, whereas applying detection distance truncation highlighted the importance of retention on forest birds. We found that early to mid-seral forest songbirds benefited from retention patches, with notable increases in abundance after 10 years of regeneration. The size of retention patches, ranging from 0.1 to 1.2 hectares, did not have a linear relationship with bird abundance. Instead, edge effects stemming from the configuration of these patches emerged as key determinants of abundance for the majority of the species studied. Retention patches that were nearest to unharvested forests were used the most, compared to further into harvest areas. Our research not only highlights the underestimated impact of small-scale live tree retention on forest songbirds but also introduces a significant methodological innovation in the field of acoustic monitoring.

Revealing Food Fulfillment Threads and Innovative Technology for Enhancing Rice Productivity and Ensuring the Food Security in Indonesia

Ensuring food security by Indonesia's Golden Year in 2045 presents a formidable challenge, with advancements in agricultural technology anticipated to play a crucial role in attaining this goal. Rice is the major food crop in Indonesia, and its consumption is still considerably high, indicating that daily nutrient uptake relies on its grain. However, the current population of Indonesia demanding rice is 31.2 million tons and this number of populations will grow at the rate of 0.41 percent. The rice consumption of the Indonesian people is quite high, namely 114.6 kg per person per year. The rice harvest area in 2023 decreased by 2.45%, from 10.45 million hectares to 10.20 million hectares, resulting in rice production which also decreased from 31.54 million tons to 30.90 million tons. The average conversion of paddy fields to non-harvest areas in Indonesia reached 100,000 hectares per year. Meanwhile, the average ability to print rice fields is only 60,000 hectares a year. This means that there is a difference in the conversion of paddy fields of around 40,000 hectares per year. Therefore, the purpose of this study is to elucidate how agricultural technology can enhance rice production across different land types in Indonesia, thus supporting food security efforts. To achieve the objectives of this research, a systematic literature review method was used. The result of this study shows that the amalgamation of diverse technological advancements and innovative practices in rice cultivation holds immense promise in bolstering productivity, bolstering sustainability, and tackling nutritional deficiencies. Prospectively, the use of cutting-edge technology offers some insights that can be input for policy formulation, technological innovation, and community engagement strategies aimed at creating a safer, fairer, and more sustainable food future for Indonesia to achieve food security by 2045.

Gender differentials in primary processing and market participation by mopane worm harvesters in Zimbabwe: insights from the COVID-19 pandemic phase

BackgroundGender disparities in access to inputs, markets, financial inclusion, and participation in strategic value chains are major developmental challenges in emerging economies. Participation in the edible insect value chain has become an essential source of income, food, and nutrition in some African countries. This paper uses a bivariate probit model to examine the gender differentials for primary mopane worm harvesters’ participation in primary processing and market participation during COVID-19 in Southeastern Zimbabwe. Using a structured questionnaire, the data were gathered from 393 primary harvesters in five purposively selected wards in the Gwanda District of Zimbabwe. This study examines the gender differentials for primary mopane worm harvesters’ participation in primary processing and market participation during COVID-19 in Southeastern Zimbabwe.ResultsResults show that women are likelier to participate in primary value addition to preparing for the lean season opportunities. There are gender differentials in the participation in markets during COVID-19. Results show a significant negative relationship between participants' ages and female engagement in mopane processing and a positive correlation with female involvement in lean COVID-19 season marketing. Male harvesters’ participation in the lean market during the COVID-19 pandemic was significantly correlated positively with age and education level, while the choice to participate in the lean market was negatively correlated with the dependency ratio.ConclusionsCollaborative, community-centric, and gender-accommodative development of the mopane worm value chain is important. Focal issues are on supporting primary value addition for lean season market participation and during market shocks such as COVID-19. This can be a leap towards gender equality and improving livelihoods of women and men in mopane harvesting areas. The study recommends marketing and district-specific policies explicitly addressing mopane worm harvesting and marketing affects market participation and primary value-addition decisions.

Loading Round Wood in Forestry Trucks and Forestry Platforms: A Case Study for Romania

Wood, as the main product of the forest, must be brought from the forest to various beneficiaries by various vehicles. The choice of a particular type of vehicle should consider the characteristics of the area from which the wood is loaded, the wood-storage yard, and the availability of a certain model. Besides this, the assortments and quantities of wood to be transported influence, to a large extent, the type of vehicle, which has consequences for transport efficiency and productivity. The aim of the paper was to evaluate the wood-loading process in various types of transport vehicles in terms of time consumption for each working phase and the factors that can affect productivity. The research was carried out in four counties of Romania and addressed the loading of wood in different forestry trucks and platforms, with or without trailers. Transport distances were documented in Brasov County based on 200 transport documents. To evaluate the transport distances in the case of wood intended for contractors, field measurements were carried out in three different are as managed by the private Lignum Forest District (Bacău County). The study of the loading process and productivity estimation at loading was carried out in three locations, namely Bacău County, Sibiu County, and Caraș-Sever in County. To observe whether there are differences in the loading of tree lengths from the harvesting area in various types of vehicles (forestry trucks—ATF—and forestry platforms—APF), research was carried out in Caraș-Sever in County. After processing the data, it was found that in the forests managed by the state and in the forests owned by the local public administrations, the fuelwood reaches mainly locals, and the working wood reaches some wood processing companies. For forestry trucks (ATFs), the loading time was somewhat constant, while for forestry platforms (APF), it varied, with differences observed from the first to the last loading. Following the evaluation of the work-element phases specific to the operation of loading round wood into vehicles, it was found that, sometimes, significant importance is given to the working elements as phases of preparation of the wooden material that can be carried out before the loading process, in order to load it. To eliminate delays in the loading process, it is recommended that logs are prepared before loading, which will increase productivity and it will decrease the risk of accidents for workers who perform these tasks during the loading process.

Assessment of microbial quality of oysters in Negombo Lagoon, Sri Lanka

Oysters are known for their nutritional value as a protein source in the human diet. The present study assessed the microbial quality of the oysters collected from Negombo Lagoon. Oysters and associated water samples were collected from four locations in the lagoon on a monthly basis from October 2021 to August 2022. The salinity, temperature, and pH of each location were also measured in situ. The samples were tested for aerobic plate count (APC), total coliforms, faecal coliforms and Escherichia coli (E. coli) following Sri Lankan Standards (SLS). Statistical analysis was performed using MINITAB 17. The results indicated that the APC in oysters (from 0 to 1.14 x 102 CFU/g) resulted in<5x105 CFU/g, the maximum recommended bacterial count for good quality seafood, while the water showed APC from 1.6 to 1.8 x 103 CFU/mL. The total coliforms and faecal coliform counts in oysters were from 2.67x10-2 to 166×10-2 MPN/g and from 6.67 x 10-2 to 93.3 x 10-2 MPN/g, while these counts in water samples were from13.3 to 366.7 MPN/100mL and from 4.30 to 194 MPN/100 mL respectively. E. coli levels in oysters varied from 1.00 to 81.0 x 10-2 MPN/g, which were below the maximum recommended level (11 MPN/g) for good quality seafood. E. coli levels in water ranged from 1.33 to 93.3 MPN/100 mL. The findings further revealed that the correlations between E.coli in water and water quality parameters were statistically insignificant and weakly positive. But, the correlation between E.coli in oysters and respective water showed a strong positive correlation and it was statistically significant (p<0.05). Although the oysters collected are suitable for direct consumption as per European shellfish harvesting area classification criteria, the microbial counts in water were higher than those of the oysters. Therefore, depuration of oysters is recommended for safe human consumption while continuous monitoring is conducted.

A Study on The Relationship Between Organic Agriculture and Agricultural Employment in Türkiye

Organic agriculture is a sustainable agricultural system with different principles that is carried out within the scope of certain rules. Due to the substitution of organic inputs with chemical inputs, getting the products ready for sale, weed control, and similar operations by hand, enterprises engaged in organic farming require a larger labor force. All these jobs increase employment opportunities in rural areas and allow small family businesses to continue production. In this study, it has been tried to reveal the relationship between organic agriculture and agricultural employment with the help of an econometric model and to determine the effect of organic agriculture on employment. The study analyzed a 17-year time series of data spanning from 2004 to 2021 to identify the factors influencing agricultural employment, taking into account various aspects of organic agriculture, including the number of organic agricultural products, the count of farmers engaged in organic agriculture, the area dedicated to organic agricultural production, the organic wild collection area, the total area allocated for organic agricultural production, the quantity of organic agricultural production, the number of entrepreneurs involved in organic agriculture, the unit price of subsidy for organic agriculture, and the total amount of subsidy provided to organic agriculture. Based on the results of the regression analysis, it was determined that the number of organic products does not have a significant effect on agricultural employment. In addition, it was found that the wild harvesting area is positively significant for agricultural employment and that the total production area of organic agriculture and the amount of subsidy are negatively significant. The results of the research reveal that a 1% increase in the wild harvesting area related to organic agriculture would lead to an increase of more than 0.28% in the agricultural employment rate, while a 1% increase in the total production area and the amount of subsidy would lead to a decrease of 0.40% and 0.44% in the agricultural employment rate, respectively.

Occurrence, virulence, and AMR profile of Vibrio parahaemolyticus isolated from shellfish growing areas located along the south-west coast of India.

Vibrio parahaemolyticus is a leading cause of human gastroenteritis associated with seafood consumption. The present study aimed to investigate the occurrence and risk assessment of V. parahaemolyticus isolated from live Indian black clams, sediment, and water samples collected from shellfish harvesting areas located along the south-west coast of India. Out of the total 72 samples collected, 55.6% revealed the presence of V. parahaemolyticus; the highest occurrence was observed in shellfish samples. The presence of tdh and trh virulence genes was screened by multiplex PCR. Virulence genes could be detected in 25.8% of the strains; 19.35% of them were trh positive and 3.2% were tdh positive, while 3.2% of strains exhibited the coexistence of both virulence genes. Antimicrobial resistance (AMR) determined by the disk diffusion method revealed that 87% of the strains were multiple drug resistant and exhibited 21 diverse resistance patterns. The overall multiple antibiotic resistance (MAR) index values ranged from 0 to 0.8. To the best of our knowledge, this is the first report to document the presence of pathogenic and multidrug-resistant V. parahaemolyticus in shellfish harvesting areas of the Indian sub-continent. The study reveals possible health hazards associated with consuming shellfish harvested from the study area.

Recovery of the Seagrass Zostera noltei and Commercial Bivalve Populations After Shellfish Harvesting

Conservation efforts have raised awareness about the impact of small-scale fisheries on the distribution of seagrass plants. The patterns of recovery of the seagrass Zostera noltei and of the commercial bivalves Cerastoderma edule, Ruditapes decussatus and Ruditapes philippinarum after shellfish harvesting were studied in a field experiment in a shellfish bed in NW Spain. Sample plots were subjected to a single disturbance in two types of shellfish harvesting treatments in three zones characterized by different harvesting frequency and seagrass density. The photosynthetic efficiency (Fv/Fm), shoot density, leaf length and carbohydrate content of Z. noltei were monitored every three months during one year, and the C and N content of leaves and biomass of plants were measured one year after the disturbance. The abundance of adults, juveniles and recruits and the condition index of adult bivalves were quantified after the experimental harvesting. Shoot density and biomass of Z. noltei remained low during the ten months after the disturbance but recovered to control values after one year. Carbohydrate contents of apical rhizomes were lower in disturbed (treated) plots, whereas no effect was observed on Fv/Fm. Denser and more complex seagrass patches recovered faster. The abundance of adult bivalves below commercial size was lower in the disturbed plots, while the abundance of adults of commercial size, juveniles and recruits did not vary, indicating that abundance and condition were not hampered by harvesting pressure. The findings also suggest that Z. noltei meadows can recover within one year of the impact of shellfish harvesting if the harvesting areas are rotated and dense patches are preserved.

AN ALGORITHM FOR CALCULATING THE STEREO FACTOR

Information on wood volume is essential in forestry activities, especially in the sale of wood products. However, measuring solid volume during a harvest period is challenging. The viable parameter for measurement is stereo volume, which refers to the stacked quantity of wood, including the empty spaces between the logs. However, the stereo volume–cubic volume (solid) ratio, which is influenced by the taper, uniformity, and size of the trees, needs to be obtained. In most cases, if a field tester does not choose a reference value, the result is less than reliable. In this work, an algorithm is presented that estimates the stereo–cubic volume relationship from forest inventory and tree stacking data. It was implemented in Visual Basic for Applications (VBA) to simulate virtual log stacking. Its accuracy was evaluated in three field trials: the first and second in a eucalyptus stand and the third in a bamboo stand. Implementing the three calculation methods, the errors ranged from -12.34 to 8.33% for the cubing factor and from -8.94 to 15.64% for the stacking factor, which was the first degree of reliability for a parameter that requires a high level of accuracy because of the impact on wood buying and selling. The algorithm is easy to use but needs further validation in forest harvesting areas.

Soil fauna changing in after‐pine harvesting's areas along a temporal gradient of Atlantic Forest regeneration

AbstractMonoculture of pine alters the soil fauna community structure, but forest farms, mixed with natural areas, are restoring the original vegetation to protect, the diversity and ecosystem functions. In restoration initiatives it is necessary to consider the soil fauna. Thus, the aim of this study was to investigate how the process of restoration of the soil community occurs over time in areas after pine harvesting. Areas in natural regeneration with 4 and 10 years, pine plantations adjacent to these areas (representing previous use), and areas of natural forest (reference) were evaluated, it was evaluated three areas per treatment, with six sampling points spaced 30 m apart, totalling 18 sampling points for each treatment (n = 18). Soil mesofauna and macrofauna were collected through soil monoliths and pitfall traps. The comparison of the statistical analysis was to check for changes in the soil fauna over time (4 and 10 years) compared with that observed in secondary forest areas. The study showed that, along the natural regeneration time (4 and 10 years), it was observed increments in the diversity and evenness of the soil community and a reduction in the dominance of groups like Formicidae and increases in the community structure complexity with the resurgence of micropredators/regulators (Collembola and Acari), litter transformers (Oligochaeta, Diplopoda, Blattodea, Coleoptera (Larva), Diptera (Larva) and Coleoptera) and predators (Pseudoscorpiones, Opiliones, Symphyla and Coleoptera) after 10 years of natural regeneration, the areas have already recovered groups with important ecosystem functions, but are not yet at the level of abundance, functional diversity and community structure of native forest areas. The 4‐ and 10‐year regeneration areas present major number of soil fauna groups of native forest (20 groups in regeneration areas and 17 in the native forest areas). Even so, the forest showed a major complexity of soil fauna community structure, evidenced by the diversity. This study contributes to the understanding of natural regeneration for soil fauna along a temporal gradient and these findings can guide the conservation of regional soil fauna diversity.

Influence of Sphagnum harvesting on arthropod fauna and vegetation with a focus on beetles (Coleoptera) and ants (Hymenoptera: Formicidae)

The harvesting of living peat moss (Sphagnum spec.) for various industrial applications has become increasingly prevalent. The harvesting process involves manual or mechanical extraction of Sphagnum fragments with minor to significant alterations of the habitats. This study investigates the impact of Sphagnum harvesting on arthropod fauna and vegetation structure at two donor sites with small-scale Sphagnum harvest in northwestern Germany. In the first year after the harvest, comparative surveys were carried out between harvested and unharvested reference areas. Arthropods living in and on the upper Sphagnum layer were studied by manually extracting quadrat samples. Vegetation surveys focused on the vascular plant composition and Sphagnum layer thickness as key habitat parameters. Results indicate no substantial effects on the total numbers for most arthropod orders. In contrast, the frequency of ant workers and the number of ant nests were considerably lower in harvested areas compared to reference areas. Vegetation analysis revealed that the shortening of the Sphagnum hummocks led to a homogenization of the vegetation structure and alterations in species composition in favor of moisture-loving species. Although no significant effects on total beetle populations were observed, the abundance of bog generalists and specialists was significantly reduced in harvest areas. Certain species displayed preferences for harvested or reference areas. Future harvesting practices should consider preserving vulnerable arthropod species and restricting harvesting to a small scale to mitigate adverse effects on bog ecosystems.

Pengaruh Luas Lahan Panen Padi dan Tenaga Kerja Sektor Pertanian terhadap Produksi Padi di Provinsi Jambi

This research aims to determine the influence of rice harvest area and agricultural sector workforce on rice production in Jambi Province. The type of data collected is secondary data sourced from Jambi in the Jambi Province Central Statistics Agency (CSA) figures in the form of Gross Regional Domestic Product (GRDP) in the agricultural sector of Jambi Province. The research results show that the area of rice harvested land has a significant and positive effect, while agricultural sector labor does not have a significant and negative effect on rice production during the 2010-2022 period.

Data Mining Forecasting Methods for Predicting the Availability of Sustainable Rice Commodities in Bali Province

This research aims to prepare the capacity of local governments to provide sufficient strategic food production, especially rice, which is the commodity most consumed by the people of Gianyar Regency every year. This research is descriptive research with a quantitative approach. The data used in the analysis is secondary data in the form of rice production data (tons), rice production (tons), harvested area (ha), public consumption of rice commodities (kg) and population (people) from 2018 to 2022. obtained from the Central Statistics Agency (BPS) and the Bali Province Agriculture and Food Security Service. The results of this research show that the forecasting method using the Backpropagation algorithm can be used to provide an approach to forecasting rice harvest area, rice production, rice production, community consumption levels, and population in 2023 and 2024 in Gianyar Regency. The Backpropagation architectural design uses 12 input layers, 10 hidden layers, and 1 output with Mean Absolute Percentage Error (MAPE) results of 0.22 and Mean Absolute Deviation (MAD) of 339 with a very good forecasting category. The average ratio of normative per capita consumption to food availability, especially rice commodities in Gianyar Regency in 2023 will experience a high deficit condition with a Cnorm Ratio value (z) = 1.52 and in 2024 will experience a high deficit condition with a Cnorm Ratio value (z) = 1.57. The forecasting method using the Backpropagation Algorithm can still be developed by focusing on each district by calculating the overall food commodities in that district.

Isolation and Identification of Vibrio sp. from Marine Fishes of Mumbai, Maharashtra, India

Vibrio is a common bacterium found in marine fishes. Vibrio species are pathogenic to humans and cause various gastrointestinal diseases. Fish markets, fish harvesting areas, vectors like flies, seawater and sometimes fresh water bodies are the source of spread of this bacterium. Improper handling or pathogen contamination during transit has an impact not only on human health but also on the population of marine fish. Vibrio is known to be a human pathogen, the onset and spread of this bacterium causes severe diarrhoea. In this study, the presence of Vibrio species in marine water fishes was determined from fishes collected from various fish markets in Mumbai, Maharashtra. Various biochemical tests were performed to isolate and identify the Vibrio species. In the family Vibrionaceae three species such as Vibrio cholera, Vibrio parahaemolyticus and Vibrio vulnificus were identified. Additionally, a survey was conducted using google forms to understand the consumption rate of fish by people and also to gauge the awareness among public about the bacterial disease caused by consumption of fishes. It was observed that a large number of individuals consumed various types of fishes including marine and freshwater fishes on a regular basis. People also consume raw fish delicacies. However, very few individuals were aware of the bacteria and its related diseases, most of the participants were unaware of the presence of bacteria like Vibrio cholera and its associated diseases.