The global increase in observed forest dieback, characterized by the death of tree foliage, heralds widespread decline in forest ecosystems. This degradation causes significant changes to ecosystem services and functions, including habitat provision and carbon sequestration, which can be difficult to detect using traditional monitoring techniques, highlighting the need for large-scale and high-frequency monitoring. Contemporary developments in the instruments and methods to gather and process data at large scales mean this monitoring is now possible. In particular, the advancement of low-cost drone technology and deep learning on consumer-level hardware provide new opportunities. Here, we use an approach based on deep learning and vegetation indices to assess crown dieback from RGB aerial data without the need for expensive instrumentation such as LiDAR. We use an iterative approach to match crown footprints predicted by deep learning with field-based inventory data from a Mediterranean ecosystem exhibiting drought-induced dieback, and compare expert field-based crown dieback estimation with vegetation index-based estimates. We obtain high overall segmentation accuracy (mAP: 0.519) without the need for additional technical development of the underlying Mask R-CNN model, underscoring the potential of these approaches for non-expert use and proving their applicability to real-world conservation. We also find that color-coordinate based estimates of dieback correlate well with expert field-based estimation. Substituting ground truth for Mask R-CNN model predictions showed negligible impact on dieback estimates, indicating robustness. Our findings demonstrate the potential of automated data collection and processing, including the application of deep learning, to improve the coverage, speed, and cost of forest dieback monitoring.

Cerberiopsis candelabra Vieill. is a long-lived, monocarpic (= semelparous) and mass-flowering rain-forest tree, endemic to New Caledonia. Population size structures suggest establishment has been episodic, followed by a recruitment gap that might signal population decline. Here, we use age structures based on tree rings to better assess population dynamics and persistence, and investigate influences of tree size, age and growth rate on flowering. Age structures of populations surveyed in 2007–2008 were unimodal, with establishment over c. 15–81 y, followed by a recruitment gap of c. 23–79 y. Seedling mortality was generally high. High densities of flowering trees or large-scale exogenous disturbances may be necessary for in-situ regeneration. There was no evidence of a simple flowering threshold: flowering in 2017 occurred across a wide range of tree size, age and growth rate. Instead, evidence suggested that size and age at flowering may vary among plants depending on their growth trajectory. Environmental triggers of flowering were not identified by dating tree establishment, but the last three mass-flowering events occurred in years of tropical cyclones. Regeneration and persistence might be facilitated if large-scale disturbances trigger flowering, improving reproductive efficiency by synchronising flowering and linking reproduction with environmental conditions that enhance seedling recruitment.

We describe the specifications, characteristics, calibration, and analysis of data from the University of New South Wales Infrared Fabry–Perot (UNSWIRF) etalon. UNSWIRF is a near-infrared tunable imaging spectrometer, used primarily in conjunction with IRIS on the AAT, but suitable for use as a visitor instrument at other telescopes. The etalon delivers a resolving power in excess of 4000 (corresponding to a velocity resolution ∼75 km s−1), and allows imaging of fields up to 100″ in diameter on the AAT at any wavelength between 1·5 and 2·4 μm for which suitable blocking filters are available.

This study explored developmentally salient cognitive and emotional facets of personality during adolescence and their contribution to psychological functioning in young adulthood. Specifically, we examined the of relations among two kinds of actual-ideal self-discrepancies, expressed negative emotions, and self-dissatisfaction during midadolescence and assessed their longitudinal contribution to young adult symptoms of hostility and depression, as well as self-worth. We drew upon a dataset that included both a group of youngsters who had been psychiatrically hospitalized at age 14 and a normative comparison group of high school students studied over an 11-year period. Findings demonstrated that the magnitude of particular actual-ideal discrepancies, expressed negative emotions, and self-dissatisfaction differed between the groups. Contrary to expectation, actual-ideal self-discrepancies were not related to expressed negative emotions during midadolescence. For the psychiatric group, however, both self-discrepancies and expressed negative emotions made unique contributions to individuals' general sense of self-dissatisfaction. Moreover, particular types of actual-ideal self-discrepancies, specific expressed emotions, and self-dissatisfaction differentially predicted symptoms of hostility and depression, as well as diminished self-worth in young adulthood, albeit differently for the two groups. The importance of cognitions and emotions in the course diverse developmental pathways and future directions of the study are discussed.

This study examined the link between hostile conflict in families with adolescents and adolescents' efforts to establish autonomy and relatedness in interactions with parents in both normal and psychiatrically impaired groups. Longitudinal, observational data were obtained by coding family interaction tasks involving 53 adolescents and their two parents at age 14 and age 16 years. Measures were obtained for hostile adolescent-parent conflict, hostile marital conflict, and indices of adolescents' success or difficultly in establishing autonomy and relatedness in interactions with parents. Relative increases in adolescent-parent hostile conflict from age 14 to 16 years were predicted by adolescents' behaviors actively undermining autonomy in disagreements with parents at age 14 years. Hostile marital conflict observed by the adolescent at age 14 years predicted adolescent withdrawal from the hostile parent over time, a prediction that was not mediated by observed parenting behaviors. Difficulties in establishing autonomy and relatedness were linked to prior history of psychiatric difficulty. A developmental view of conflict as both reflecting and predicting difficulties in adolescents' establishing autonomy and relatedness in interactions with parents is proposed.

This study examined the extent to which the diverging pathways taken by adolescents and their parents in establishing autonomy and relatedness in their interactions at age 14 served as stage-specific markers of underlying attachment processes that could help predict states of mind regarding attachment of the adolescents 11 years later as young adults. Adolescents in two-parent families (N=73) and their parents, originally selected from either a high school sample or a psychiatrically hospitalized sample, participated in a revealed differences family interaction task when adolescents were 14 years of age. At age 25, subjects were reinterviewed using the Adult Attachment Interview, which yielded ratings of specific states of mind and overall organization of models of attachment relationships. After accounting for the prior psychiatric history of the sample (which was highly related to attachment insecurity) and global indices of functioning in both adolescence and young adulthood, coherence/ security in adults' states of mind regarding attachment was predicted from maternal behaviors promoting adolescent autonomy and relatedness 11 years earlier. One indicator of adult preoccupation with attachment relationships, passivity of thought processes, was predicted from adolescents' autonomy-inhibiting behaviors, specifically from the presence of enmeshing behaviors and the absence of distancing behaviors. Results are interpreted as suggesting that establishing autonomy and relatedness with parents may be an attachment-related, developmental task for both normal and at-risk adolescents, and that serious psychopathology and difficulties establishing autonomy and relatedness in adolescence may represent two independent pathways to insecure attachment models in young adulthood.

Pt, Ir, Ni, Pd, and silver oxide Schottky contacts were fabricated on the Zn-polar surface of hydrothermally grown bulk ZnO. A relationship was observed between the barrier height of the contact and the free energy of formation of the “metal” oxide. This is consistent with the dominating influence of oxygen vacancies (VO) which tend to pin the ZnO Fermi level close to the VO (+2,0) defect level at approximately EC - 0.7 eV, where EC is the conduction band minimum. Valence band x-ray photoemission spectroscopy and the current - voltage characteristics of planar Schottky diodes, measured on similar Zn-polar surfaces, showed the existence of a vacuum activated surface accumulation layer. This is possibly a consequence of the observed OH termination of the Zn-polar surface. The surface accumulation layer is compensated in atmospheric conditions by the presence of acceptor-like adsorbates, such as O2 and H2O. The formation of high quality Schottky contacts to ZnO should therefore involve the reduction of near surface oxygen vacancies and the removal of H or OH from the surface.

Within-family covariation between interparental hostility and adolescent behavior across three interactions over a 2-year period was explored in a sample that included 37 typical adolescents and 35 adolescents recently hospitalized for psychiatric difficulties. More interparental hostility across the three interactions was associated with more adolescent hostility and more positive engagement (at a trend level) regardless of psychiatric background. Parent-to-child hostility in each interaction mediated the link for adolescent hostility but not for positive adolescent engagement. Emotion regulation capacities and age were linked to variability in adolescents' behavior in the presence of interparental conflict. In interactions with more interparental hostility, adolescents with greater capacity to tolerate negative affect were more likely to show increased positive engagement, and adolescents who were better able to modulate their emotional expression were less likely to show increased hostility. Covariation between interparental and adolescent hostility across the three family interactions decreased as the adolescent aged. These findings are consistent with the theory that exposure to interparental hostility is emotionally disequilibrating, and that adolescent responses may reflect differences in emotion regulation and other developmentally based capacities. Gender and variations across families in overall levels of hostile parenting were also linked with adolescent behavior in the presence of interparental hostility.This research was supported, in part, by a grant from the National Institute of Mental Health (RO1 MH 4493). The authors thank J. Heidi Gralinski–Bakker and Rebecca Billings for their valuable assistance with this research.