Preservation Decisions Research Articles

Monitoring of vegetation changes based on RS monitoring in Changbai Mountain Nature Reserve

High vegetation cover helps maintain the ecosystem's stability and reduces the risk of soil erosion and natural disasters. Vegetation restoration is essential for the ecological value of Changbai Mountain Nature Reserve. In this study, the interannual changes in vegetation cover in Changbai Mountain Nature Reserve, China, from 2013 to 2022 were studied in depth based on Landsat remote sensing data and land use transfer matrix. The study includes interannual dynamic changes in vegetation types, quantitative analysis of interannual changes in surface vegetation types, and the land use transfer matrix analysis. In addition, the drivers of dynamic changes in vegetation types were analysed. The research indicates a notable advancement in ecological restoration within Changbai Mountain Nature Reserve between 2013 and 2022. There was a substantial reduction in the extent of barren land, which predominantly transitioned into grass and woodland areas. In particular, the year 2022 exhibited a significant increase in grassland area when compared to 2013, with a remarkable expansion of 27.18 square kilometers, primarily concentrated in the central-eastern sector of the study area. The findings of this investigation serve as a valuable scientific foundation for guiding ecological preservation and management decisions within Changbai Mountain Nature Reserve, contributing to a deeper comprehension of the evolving patterns in vegetation cover.

Perspectives and needs for fertility preservation decision-making in childbearing-age patients with breast cancer: A qualitative study

ObjectiveTo explore the perspectives and needs related to fertility preservation decision-making in patients of childbearing age with breast cancer. MethodsSemistructured face-to-face interviews were conducted in a tertiary hospital in Baoding, China from July to October 2023. Purposive sampling was used to ensure the diversity of samples. The interview guide is based on the literature review and the discussions within the research team. A traditional content analysis approach was used for data analysis. ResultsA total of 18 participants were interviewed. Three themes emerged from the data: conflicts between subjective desires and concerns, coexistence of objective benefits and challenges, and decision-making support needs. The conflicts between subjective desires and concerns included five sub-themes, the coexistence of objective benefits and challenges also included five sub-themes, and the decision-making support needs included two sub-themes. ConclusionsPatients faced a difficult trade-off between desires and concerns, benefits, and challenges regarding fertility preservation decisions, with numerous unmet needs. Healthcare professionals should prioritize patients' fertility desires, providing timely fertility preservation information and adequate counseling after a cancer diagnosis. This approach can help alleviate unnecessary concerns, facilitate satisfactory decision-making, and improve patients' quality of life.

Decreased spermatogonial numbers in boys with severe haematological diseases.

This study examines spermatogonial numbers in testicular samples from 43 prepubertal patients undergoing haematopoietic stem cell transplantation (HSCT). High-dose chemotherapy and/or radiation during HSCT can impact spermatogenesis requiring fertility preservation. Results show that 49% of patients have decreased and 19% severely depleted spermatogonial pool prior to HSCT. Patients with Fanconi anaemia exhibit significantly reduced spermatogonial numbers. Patients with immunodeficiency or aplastic anaemia generally present within the normal range, while results in patients with myelodysplastic syndrome or myeloproliferative neoplasm vary. The study emphasizes the importance of assessing spermatogonial numbers in patients with severe haematological diseases for informed fertility preservation decisions.

Co-design and usability of an interactive web-based fertility decision aid for transgender youth and young adults.

To develop a patient- and family-centered Aid For Fertility-Related Medical Decisions (AFFRMED) interactive website targeted for transgender and nonbinary (TNB) youth/young adults and their parents to facilitate shared decision-making about fertility preservation interventions through user-centered participatory design. TNB youth/young adults interested in or currently receiving pubertal suppression or gender-affirming hormone treatment and parents of eligible TNB youth/young adults were recruited to participate in a series of iterative human-centered co-design sessions to develop an initial AFFRMED prototype. Subsequently, TNB youth/young adults and parents of TNB youth/young adults were recruited for usability testing interviews, involving measures of usability (i.e., After Scenario Questionnaire, Net Promotor Score, System Usability Scale). Twenty-seven participants completed 18 iterative co-design sessions and provided feedback on 10 versions of AFFRMED (16 TNB youth/young adults and 11 parents). Nine TNB youth/young adults and six parents completed individual usability testing interviews. Overall, participants rated AFFRMED highly on measures of acceptability, appropriateness, usability, and satisfaction. However, scores varied by treatment cohort, with TNB youth interested in or currently receiving pubertal suppression treatment reporting the lowest usability scores. We co-created a youth- and family-centered fertility decision aid prototype that provides education and decision support in an online, interactive format. Future directions include testing the efficacy of the decision aid in improving fertility and fertility preservation knowledge, decisional self-efficacy, and decision satisfaction.

Association of platinum-based chemotherapy with live birth and infertility in female survivors of adolescent and young adult cancer

ObjectiveLack of treatment-specific fertility risks for female survivors of adolescent and young adult cancer limits counseling on fertility preservation decisions. The objective was to estimate the effect of platinum-based chemotherapy on live birth and infertility after cancer. DesignRetrospective cohort study using U.S. administrative data ParticipantsWe identified incident breast, colorectal and ovarian cancer cases in females ages 15-39 who received platinum-based chemotherapy or no chemotherapy and matched them to females without cancer. ExposurePlatinum-based chemotherapy OutcomesWe estimated the effect of chemotherapy on incidence of live birth and infertility after cancer, overall and after accounting for competing events (recurrence, death, sterilizing surgeries). ResultsThere were 1,287 survivors in the chemotherapy group, 3,192 survivors in the no chemotherapy group, and 34,147 women without cancer, mean age 33. Accounting for competing events, overall five-year live birth incidence was lower in the chemotherapy group (3.9%) versus the no chemotherapy (6.4%) group. Adjusted relative risks versus no chemotherapy and no cancer were 0.61 (95%CI 0.42-0.82) and 0.70 (95%CI 0.51-0.93), respectively. Overall five-year infertility incidence was similar in the chemotherapy group (21.8%) compared to no chemotherapy group (20.7%). The adjusted relative risks versus no chemotherapy and no cancer were 1.05 (95%CI 0.97-1.15) and 1.42 (95%CI 1.31-1.53), respectively. Conclusions and relevanceCancer survivors treated with platinum-based chemotherapy experienced modestly increased adverse fertility outcomes. Estimated effects of platinum-based chemotherapy were affected by competing events, suggesting the importance of this analytic approach for interpretations that ultimately inform clinical fertility preservation decisions.

Impact of Financial Costs on Patients' Fertility Preservation Decisions: An Examination of Qualitative Data from Female Young Adults with Cancer and Oncology Providers.

Purpose: To examine the impact of financial costs on fertility preservation decisions among female young adults (YAs) with cancer. Methods: Female YAs (N = 18; aged 21-36) with a history of cancer and oncology providers (N = 12) were recruited from an National Cancer Institute-designated comprehensive cancer center in a state without insurance coverage for fertility preservation. YAs and providers completed individual interviews and a brief online assessment. Qualitative description using thematic analysis was used to identify, analyze, and report common themes. Descriptive statistics was used to characterize the sample. Results: Female YAs and oncology providers highlighted the critical role that high out-of-pocket costs play in YAs' fertility preservation decisions along with the value that enhanced insurance coverage for fertility preservation would have for increasing female YAs' access to and utilization of fertility preservation. Although providers were concerned about preservation costs for their patients, they reported that their concerns did not impact whether they referred interested female YAs to reproductive specialists. Oncology providers expressed concern about inequities in utilization of fertility preservation for female and racially/ethnically minoritized YAs that were exacerbated by the high out-of-pocket fertility preservation costs. Conclusion: Cost is a significant barrier to fertility preservation for female YA cancer patients. Female YAs of reproductive age may benefit from decision support tools to assist with balancing the cost of fertility preservation with their values and family building goals. Policy-relevant interventions may mitigate cost barriers and improve access to care.

Molecular characterization of chronic cutaneous wounds reveals subregion- and wound type-specific differential gene expression.

A limited understanding of the pathology underlying chronic wounds has hindered the development of effective diagnostic markers and pharmaceutical interventions. This study aimed to elucidate the molecular composition of various common chronic ulcer types to facilitate drug discovery strategies. We conducted a comprehensive analysis of leg ulcers (LUs), encompassing venous and arterial ulcers, foot ulcers (FUs), pressure ulcers (PUs), and compared them with surgical wound healing complications (WHCs). To explore the pathophysiological mechanisms and identify similarities or differences within wounds, we dissected wounds into distinct subregions, including the wound bed, border, and peri-wound areas, and compared them against intact skin. By correlating histopathology, RNA sequencing (RNA-Seq), and immunohistochemistry (IHC), we identified unique genes, pathways, and cell type abundance patterns in each wound type and subregion. These correlations aim to aid clinicians in selecting targeted treatment options and informing the design of future preclinical and clinical studies in wound healing. Notably, specific genes, such as PITX1 and UPP1, exhibited exclusive upregulation in LUs and FUs, potentially offering significant benefits to specialists in limb preservation and clinical treatment decisions. In contrast, comparisons between different wound subregions, regardless of wound type, revealed distinct expression profiles. The pleiotropic chemokine-like ligand GPR15L (C10orf99) and transmembrane serine proteases TMPRSS11A/D were significantly upregulated in wound border subregions. Interestingly, WHCs exhibited a nearly identical transcriptome to PUs, indicating clinical relevance. Histological examination revealed blood vessel occlusions with impaired angiogenesis in chronic wounds, alongside elevated expression of genes and immunoreactive markers related to blood vessel and lymphatic epithelial cells in wound bed subregions. Additionally, inflammatory and epithelial markers indicated heightened inflammatory responses in wound bed and border subregions and reduced wound bed epithelialization. In summary, chronic wounds from diverse anatomical sites share common aspects of wound pathophysiology but also exhibit distinct molecular differences. These unique molecular characteristics present promising opportunities for drug discovery and treatment, particularly for patients suffering from chronic wounds. The identified diagnostic markers hold the potential to enhance preclinical and clinical trials in the field of wound healing.

The African Goat Improvement Network: a scientific group empowering smallholder farmers.

The African Goat Improvement Network (AGIN) is a collaborative group of scientists focused on genetic improvement of goats in small holder communities across the African continent. The group emerged from a series of workshops focused on enhancing goat productivity and sustainability. Discussions began in 2011 at the inaugural workshop held in Nairobi, Kenya. The goals of this diverse group were to: improve indigenous goat production in Africa; characterize existing goat populations and to facilitate germplasm preservation where appropriate; and to genomic approaches to better understand adaptation. The long-term goal was to develop cost-effective strategies to apply genomics to improve productivity of small holder farmers without sacrificing adaptation. Genome-wide information on genetic variation enabled genetic diversity studies, facilitated improved germplasm preservation decisions, and provided information necessary to initiate large scale genetic improvement programs. These improvements were partially implemented through a series of community-based breeding programs that engaged and empowered local small farmers, especially women, to promote sustainability of the production system. As with many international collaborative efforts, the AGIN work serves as a platform for human capacity development. This paper chronicles the evolution of the collaborative approach leading to the current AGIN organization and describes how it builds capacity for sustained research and development long after the initial program funds are gone. It is unique in its effectiveness for simultaneous, multi-level capacity building for researchers, students, farmers and communities, and local and regional government officials. The positive impact of AGIN capacity building has been felt by participants from developing, as well as developed country partners.

Body image disturbances in adolescent and young adult cancer patients confronting infertility risk and fertility preservation decisions

Purpose Body image is a major psychosocial concern for all cancer patients but can affect the adolescent and young adult (AYA) population in distinct ways. Similarly, the prospect of infertility and the fertility preservation process can create additional stress during cancer treatment. Discussions regarding infertility inherently implicate the body and its reproductive function, but downstream effects on self-perception have not been previously described. The aim of this study was to explore the experiences of AYAs as they considered their risk of infertility and options for fertility preservation (FP), specifically the ways in which this impacted body image and FP decision-making. Methods AYA cancer patients (n = 27) aged 12–25 years whose cancer and treatment conferred risk of infertility were recruited through electronic health record query at an NCI-Designated Comprehensive Cancer Center. Participants completed semi-structured interviews, which were recorded, transcribed, and deductively coded for themes related to information needs, knowledge of treatment effects on fertility, and reproductive concerns after cancer. Emergent, inductive themes related to body image were identified. Results Body image concerns, related to both physical appearance and body functioning emerged. Common concerns included anticipating change as it pertains to the body and its functions, physical discomfort, fear of judgment, and meeting expectations of the body. While these themes are broad in nature, they have been previously explored in relation to body image in general and their emergence in the oncofertility space provides guidance for further optimization of infertility and fertility preservation discussions. Conclusions AYA cancer patients experience a multitude of body image related disturbances when faced with the possibility of infertility and fertility preservation. In identifying and exploring these themes, future opportunities for improving oncofertility practice and discussions among AYAs with a focus on body image positivity are called upon.

Exploring the experiences and priorities of women with a diagnosis of ovarian cancer

PurposeOvarian cancer is the third most common gynaecological cancer among women, yet remains under-researched. Past studies suggest that women who present with ovarian cancer have more supportive care needs compared to women experiencing other gynaecological cancers. This study explores the experiences and priorities of women with a diagnosis of ovarian cancer and whether age may influence these needs and experiences.MethodsParticipants were recruited by a community organization, Ovarian Cancer Australia (OCA), via a social media campaign promoted on Facebook. Participants were asked to rank priorities around living with ovarian cancer, and to endorse which supports and resources they had used to address those priorities. Distributions of priority rankings and resource use were compared by age (19-49 vs. 50+ years).ResultsTwo hundred and eighty-eight people completed the consumer survey and most respondents were 60-69 years (33.7%). Priorities did not vary by age. Fear of cancer recurrence was identified by 51% respondents as the most challenging aspect of having ovarian cancer. Compared with older respondents, a higher proportion of young participants were more inclined to use a mobile app version of the OCA resilience kit (25.8% vs 45.1%, p=0.002) and expressed interest in using a fertility preservation decision aid (2.4% vs 25%, p<0.001).ConclusionFear of recurrence was participants’ primary concern, presenting an opportunity to develop interventions. Information delivery needs to consider age-specific preferences to better reach the target audience. Fertility is more important to younger women and a fertility preservation decision aid may address this need.

The Utilization of Colonial Heritage in Tourism Development

The purpose of this study was to identify the utilization of colonial heritage as a tourist attraction in the development of tourism. The writing of this article uses a method of data collection through document studies. The use of colonial heritage in several countries raises different views. The understanding of inheritance in general is influenced by a variety of dynamics. The utilization of colonial heritage in the development of tourism in a country raises pros and cons among the local population. On the one hand, it has the view that the uniqueness of colonial heritage can be a tourist attraction aimed at obtaining income for the community and the country. In addition, colonial heritage can also be used as a regional or national identity. But other parties argue, colonial heritage can remind people of the past so that its use can cause unpleasant memories. The economic benefits arising from the development of the tourism sector are an important factor in building preservation decisions and acknowledging colonial heritage has an important role so much effort is made for conservation. Some colonial heritage still survives and reveals the country's history and the identity of its citizens, serving as administrative and business venues as well as tourist attractions.

Body image disturbances in adolescent and young adult patients with cancer confronting infertility risk and fertility preservation decisions.

e24175 Background: Body image is a major psychosocial concern for all cancer patients but can affect the adolescent and young adult (AYA) population in distinct ways. Similarly, the prospect of infertility and the fertility preservation process can create additional stress during cancer treatment. Discussions regarding infertility inherently implicate the body and its reproductive function, but downstream effects on self-perception have not been previously described. The aim of this study was to better elucidate the relationship between oncofertility discussions and body image disturbances in the AYA cancer population. Methods: AYA cancer patients (n = 27) aged 12-25 years whose cancer treatment conferred the risk of infertility were recruited through electronic health record query at an NCI-Designated Comprehensive Cancer Center. Participants completed semi-structured interviews which were recorded, transcribed, and deductively coded for themes related to information needs, knowledge of treatment effects on fertility, and reproductive concerns after cancer. Emergent, inductive themes related to body image were identified. Results: Body image concerns, including those related to both physical appearance and body functioning, emerged as common themes. Specific concerns included 1) anticipating and coping with body changes, 2) discomfort in experiencing and discussing one’s own body, 3) fear of judgement, and 4) failing to meet both internal and external expectations of the body. Some participants expressed a sense of loss when learning about infertility risk and the emotional challenges associated with accepting this risk. Several respondents worried that they would be negatively judged by their peers for a perceived defect of the body. Still others struggled with facing the unknown regarding fertility preservation and the difficulty in sharing this information with loved ones and future romantic partners. Conclusions: AYA cancer patients experience a multitude of body image related disturbances when faced with the possibility of infertility and decisions regarding fertility preservation. In identifying and exploring these themes, future opportunities, and novel interventions for improving oncofertility practice and discussions among AYAs with a focus on body image positivity emerge. These include the dual involvement of multidisciplinary teams (oncology and reproductive medicine) at initial clinical consultation and frequent follow-up contact; AYA and oncofertility-specific peer support programs, both in-person and virtual; and early, frequent involvement of social workers and mental health providers experienced in both cancer care and reproductive medicine.

Context, Development, and Intent: An Introduction to the IPI Preservation Metrics

Supporting collections care professionals and facilities managers to understand their preservation environments is of increasing importance as the field of cultural heritage grapples with the competing demands of environmental and financial sustainability and the desire to broaden access to collections. As such, the development of preservation indices that distill complex data into accessible tools can help collections care professionals understand the impact of access and preservation decisions and how they influence longevity. The IPI eClimateNotebook® Preservation Metrics were some of the earliest dose-response models developed for preservation, linking the rates of degradation and physical deformation to environmental variables and material properties. In this review article, we revisit the original aims and applications of the IPI Preservation Metrics with a view to aiding their interpretation and practical application for managing collection environments alongside a discussion of their limitations.

Websites about, not for, adolescents? A systematic analysis of online fertility preservation information for adolescent and young adult cancer patients.

Fertility preservation is an increasingly important topic in adolescent and young adult cancer survivorship, yet treatments remain under-utilized, possibly due to lack of awareness and understanding. The internet is widely used by adolescents and young adults and has been proposed to fill knowledge gaps and advance high-quality, more equitable care. As a first step, this study analyzed the quality of current fertility preservation resources online and identified opportunities for improvement. We conducted a systematic analysis of 500 websites to assess the quality, readability, and desirability of website features, and the inclusion of clinically relevant topics. The majority of the 68 eligible websites were low quality, written at college reading levels, and included few features that younger patients find desirable. Websites mentioned more common fertility preservation treatments than promising experimental treatments, and could be improved with cost information, socioemotional impacts, and other equity-related fertility topics. Currently, the majority of fertility preservation websites are about, but not for, adolescent and young adult patients. High-quality educational websites are needed that address outcomes that matter to teens and young adults, with a priority on solutions that prioritize equity. Adolescent and young adult survivors have limited access to high-quality fertility preservation websites that are designed for their needs. There is a need for the development of fertility preservation websites that are clinically comprehensive, written at appropriate reading levels, inclusive, and desirable. We include specific recommendations that future researchers can use to develop websites that could better address AYA populations and improve the fertility preservation decision making process.

The dynamical organization of the core pluripotency transcription factors responds to differentiation cues in early S-phase.

DNA replication in stem cells is a major challenge for pluripotency preservation and cell fate decisions. This process involves massive changes in the chromatin architecture and the reorganization of many transcription-related molecules in different spatial and temporal scales. Pluripotency is controlled by the master transcription factors (TFs) OCT4, SOX2 and NANOG that partition into condensates in the nucleus of embryonic stem cells. These condensates are proposed to play relevant roles in the regulation of gene expression and the maintenance of pluripotency. Here, we asked whether the dynamical distribution of the pluripotency TFs changes during the cell cycle, particularly during DNA replication. Since the S phase is considered to be a window of opportunity for cell fate decisions, we explored if differentiation cues in G1 phase trigger changes in the distribution of these TFs during the subsequent S phase. Our results show a spatial redistribution of TFs condensates during DNA replication which was not directly related to chromatin compaction. Additionally, fluorescence fluctuation spectroscopy revealed TF-specific, subtle changes in the landscape of TF-chromatin interactions, consistent with their particularities as key players of the pluripotency network. Moreover, we found that differentiation stimuli in the preceding G1 phase triggered a relatively fast and massive reorganization of pluripotency TFs in early-S phase. Particularly, OCT4 and SOX2 condensates dissolved whereas the lifetimes of TF-chromatin interactions increased suggesting that the reorganization of condensates is accompanied with a change in the landscape of TF-chromatin interactions. Notably, NANOG showed impaired interactions with chromatin in stimulated early-S cells in line with its role as naïve pluripotency TF. Together, these findings provide new insights into the regulation of the core pluripotency TFs during DNA replication of embryonic stem cells and highlight their different roles at early differentiation stages.

Fertility Preservation Decisional Turning Points for Adolescents and Young Adults With Cancer: Exploring Alignment and Divergence by Race and Ethnicity.

For adolescents and young adults (AYAs) with cancer, fertility preservation (FP) decision making is complex and distressing. Racial/ethnic minority (REM) AYAs experience disparities in FP awareness, uptake, and outcomes. A turning point (TP) is a point of reflection, change, or decisive moment(s) resulting in changes in perspectives or trajectories. To enhance understanding of AYAs' diverse experiences, this study examined alignment and/or divergence of FP decisional TPs among non-Hispanic White (NHW) AYAs and REM AYAs. Qualitative semistructured interviews were conducted in person, by video, or phone with 36 AYAs (20 NHW and 16 REM [nine Hispanic and seven Black/multiracial Black). The constant comparative method was used to identify and analyze themes illustrating participants' conceptualization and/or experience of FP decisional TPs. Seven thematic TPs emerged: (1) emotional reaction to discovering FP procedures exist; (2) encountering unclear or dismissive communication during initial fertility conversations with health care providers; (3) encountering direct and supportive communication during initial fertility conversations with health care providers; (4) participating in critical family conversations about pursuing FP; (5) weighing personal desire for a child against other priorities/circumstances; (6) realizing FP is not feasible, and (7) experiencing unanticipated changes in cancer diagnosis or treatment plans/procedures. TP variations include REM participants reported dismissive communication and suggested cost was prohibitive. NHW participants emphasized more forcefully that biological children may become a future priority. Understanding how clinical communication and priorities/resources may vary for NHW and REM AYAs can inform future interventions aimed at reducing health disparities and enhancing patient-centered care.

Effectiveness and feasibility of online fertility preservation decision aids for young female patients with cancer: a systematic review protocol

IntroductionCancer diagnosis and treatment can impair fertility, and younger female patients with cancer have a particularly strong need for fertility preservation. Fertility preservation decision aids are thought to help patients...

Analysis of long-term maintenance decision for asphalt pavement based on analytic hierarchy process and network level optimization decision

&lt;abstract&gt; &lt;p&gt;In order to effectively mitigate the deterioration of pavement and roadbed, the need for extensive repairs and costly reconstruction ought to be minimized. Hence, this study introduces a novel approach towards long-term preservation of asphalt pavement, which conducts in-depth research on pavement maintenance decision-making using the decision tree method. The selection of appropriate decision-making indicators is based on their respective significance and the actual maintenance requirements, from which a comprehensive decision model for asphalt pavement maintenance is developed. By employing the Analytic Hierarchy Process (AHP) and a network-level optimization decision-making approach, this study investigates the allocation of maintenance decisions, structural preservation, optimal combinations of maintenance strategies, and fund allocation schemes. The result is the development of a project-level and network-level structural preservation decision optimization method. Furthermore, a decision-making module is designed to accompany this method, facilitating the visualization of comprehensive data and decision-making plans. This module enhances the effectiveness and efficiency of the decision-making process by providing a user-friendly interface and a clear presentation of data-driven insights and decision outcomes. The case study clearly proved the applicability and rationality of the long-term preservation strategy of structures based on intelligent decision-making, which laid the foundation for the sustainable development of pavement maintenance and development.&lt;/p&gt; &lt;/abstract&gt;

Identifying Spatial–Temporal Characteristics and Significant Factors of Bus Bunching Based on an eGA and DT Model

Bus bunching is a common phenomenon caused by irregular bus headway, which increases the passenger waiting time, makes the passenger capacity uneven, and severely reduces the reliability of bus service. This paper clarified the process of bus bunching formation, analyzed the variation characteristics of bus bunching in a single day, in different types of periods, and at different bus stops, then concluded twelve potential factors. A hybrid model integrating a genetic algorithm with elitist preservation strategy (eGA) and decision tree (DT) was proposed. The eGA part constructs the model framework and transforms the factor identification into a problem of selecting the fittest individual from the population, while the DT part evaluates the fitness. Model verification and comparison were conducted based on real automatic vehicle location (AVL) data in Shenzhen, China. The results showed that the proposed eGA–DT model outperformed other frequently used single DT and extra tree (ET) models with at least a 20% reduction in MAE under different bus routes, periods, and bus stops. Six factors, including the sequence of the bus stop, the headway and dwell time at the previous bus stop, the travel time between bus stops, etc., were identified to have a significant effect on bus bunching, which is of great value for feature selection to improve the accuracy and efficiency of bus bunching prediction and real-time bus dispatching.

Genetic Characterization and Alternative Preservation Ways of Locally Adapted Sheep Breeds: Cases of Private and Public Sheep Sectors in Tunisia and Italy.

Non-commercialized sheep breeds known as local or native breeds are well adapted to their environmental constraints and constitute precious genetic resources that need prioritization for genetic diversity characterization and preservation. The aim of the present study was to assess the genetic diversity level and the related preservation decisions of very old and traditional native Mediterranean sheep breeds from Tunisia and Italy using 17 microsatellite markers. In total, 975 sheep were sampled from five Tunisian, one Center Italian, and four Venetian native breeds. Both private and publicly available farms were considered for each breed for breeding strategies' comparison purposes. The microsatellite set used was highly informative (PIC = 0.80 ± 0.08), with a total of 383 alleles. Moderate genetic differentiation was revealed between the native sheep of the two Mediterranean sides (global overall loci FST = 0.081). The genetic diversity level was higher in the case of the Tunisian native breeds compared to the Italian ones, as evidenced by higher mean allelic richness, higher expected and observed heterozygosities, and lower inbreeding levels. Priority for conservation suggestions was carried out for each private or public breed population based on the contribution of each population to the diversity of the whole data. The four Venetian breeds, already undergoing conservation, the Tunisian dairy breed, and the very ancient Maghrebian breed, would be favored for conservation. In conclusion, our results highlighted the importance of the analyzed Mediterranean native sheep breeds as valuable inherited genetic reservoirs and supported previous conservation decisions made for the threatened breeds.