Treesearch

The 2021 Tamarack Fire in California, started by lightning in a national forest wilderness area, burned nearly 70,000 acres and eventually destroyed 24 structures. Because properties were damaged, the public and media scrutinized the fire management response. This fire exemplifies not only the challenges of fire management in land and resource management, but also how shortcomings in the fire response reporting system can make way for misperceptions to dominate the public narrative.

Monitoring the status of nitrogen (N) deposition is a prerequisite for evaluating its ecological and environmental impacts. This chapter reviews the monitoring strategies to measure N deposition to forest ecosystems in six different regions (Europe, North America, East Asia, South Asia, Africa, Central and South America). The current status of monitoring is at very different stages for these regions, ranging from sophisticated and coordinated monitoring networks devoted to the quantification of fluxes to both forested and non-forested sites to sparse intensive studies with variations in...

While using sap-flow sensor measurements is a well-established technique for quantifying leaf water transpiration in tree species, installing and maintaining a large number of sensors and data loggers in large-scale plantations to obtain accurate measurements is both costly and time-consuming. We developed a copula-based approach to predict sap flows based on readily available vapor pressure deficits (VPDs) and found that the Normal copula was the best among five commonly used copulas. The Normal-copula approach was validated using our field-measured eastern cottonwood (Populus deltoides...

This guide identifies seven primary components that largely determine the outcomes of vegetation treatments to reduce fuels and maintain or increase resilience to disturbance and resistance to invasive annual plants. The components are (1) characteristics of the ecological type, (2) current, pre-treatment vegetation, (3) disturbance and management history, (4) fuel characteristics and appropriate treatments, (4) treatment severity and ecological response, (6) seeding considerations, and (7) post-treatment monitoring and management. Key questions and a set of tools are provided to assess...

Wildfires are becoming an increasing challenge to the sustainability of boreal peatland (BP) ecosystems and can alter the stability of boreal carbon storage. However, predicting the occurrence of rare and extreme BP fires proves to be challenging, and gaining a quantitative understanding of the factors, both natural and anthropogenic, inducing BP fires remains elusive. Here, we quantified the predictability of BP fires and their primary controlling factors from 1997 to 2015 using a two-step correcting machine learning (ML) framework that combines multiple ML classifiers, regression models,...

The emerging field of convivial conservation (CC) draws on the tradition of political ecology (PE) to present a “radical” alternative to contemporary environmentalisms, speaking to the challenges of conservation in the Anthropocene as well as the global ascent of reactionary populism. Building on previous work arguing for the ongoing value of dialogue between PE and the American West, I here develop a conversation between CC and another radical intervention, the collaborative conservation of the West’s so-called “radical center” (RC). Using the nexus of wolf–livestock conflict and public...

Forests around the globe are facing unprecedented threats from biotic and abiotic factors that challenge the overall health of ecosystems and potentially contribute to climate warming through positive feedback to atmospheric CO2. Presently, some of the greatest challenges pertain to the rapid spread and resulting tree mortality caused by nonnative forest insects. Increased global trade and more favorable climates due to climate change have facilitated the establishment of non-native forest insects in new areas where conditions were previously unsuitable for their growth and survival. The...

Global environmental change is pushing many socio-environmental systems towards critical thresholds, where ecological systems' states are on the precipice of tipping points and interventions are needed to navigate or avert impending transitions. Flickering, where a system vacillates between alternative stable states, is an early warning signal of transitions to alternative ecological regimes. However, while flickering may presage an ecological tipping point, these dynamics also pose unique challenges for human adaptation. We link an ecological model that can exhibit flickering to a model...

Population monitoring is an essential component of biodiversity conservation and management, but low detection probabilities for rare and/or cryptic species makes estimating abundance and occupancy challenging. Passive acoustic monitoring combined with machine learning algorithms represents a potential path forward to effectively and efficiently monitor the occurrence of rare vocalizing species across entire forest landscapes. Our objectives were to develop and implement a convolutional neural network (PNW-Cnet) to identify vocalizations of a rare and threatened forest nesting bird species...

Background - Declines in biodiversity and ecosystem health due to climate change are raising urgent concerns. In response, large-scale multispecies monitoring programmes are being implemented that increasingly adopt sensor-based approaches such as acoustic recording. These approaches rely heavily on ecological data science. However, developing reliable algorithms for processing sensor-based data relies heavily on labelled datasets of sufficient quality and quantity. We present a dataset of 1,575 dawn chorus soundscape recordings, 141 being fully annotated (n = 32,994 annotations) with...