Spatial Decision Support Systems with Automated Machine Learning: A Review

R Wen, S Li - ISPRS International Journal of Geo-Information, 2022 - mdpi.com
Many spatial decision support systems suffer from user adoption issues in practice due to
lack of trust, technical expertise, and resources. Automated machine learning has recently …

[HTML][HTML] Measuring the human-dimension of outdoor recreation and its impacts on terrestrial wildlife

LM Cardona, BW Brook, A Harwood… - Journal of Outdoor …, 2024 - Elsevier
Inclusion and measurement of the various human-dependent factors that modulate wildlife
responses to non-consumptive outdoor recreational activities is crucial for improving our …

Integrating social values with GPS tracks through Denali National Park and Preserve

C Cai, CJ van Riper, D Johnson, W Stewart… - Applied …, 2023 - Elsevier
This study advanced knowledge of the geospatial relationships between social values
elicited during a participatory mapping exercise and on-ground travel patterns understood …

Designing outdoor emergency rescue stations based on the spatiotemporal behavior of outdoor adventure tourists using GPS trajectory data

Y Xiao, J Lin, X Zhang, M Zhang, W Chen, J Li - Safety science, 2024 - Elsevier
While outdoor travel has become an increasingly popular phenomenon, its high accident
rate remains a significant concern. It is important to reasonably design emergency rescue …

Spring snowpack influences on the volume and timing of spring and peak-season overnight visitation to yosemite wilderness

JS Jenkins, JT Abatzoglou… - Weather, Climate, and …, 2023 - journals.ametsoc.org
Wilderness visitation, particularly overnight use, is reactive to climate variability because
backpackers face greater exposure to and dependence on environmental conditions. This …

A Survey on Exploratory Spatiotemporal Visual Analytics Approaches for Climate Science

AAR Nayeem, D Han, H Lee, D Kim, D Feldman… - arXiv preprint arXiv …, 2024 - arxiv.org
Climate science produces a wealth of complex, high-dimensional, multivariate data from
observations and numerical models. These data are critical for understanding climate …

[PDF][PDF] 城市企事业人群出行链提取及出行特征分析

晋泽倩, 陈艳艳, 李臣 - 科学技术与工程, 2022 - stae.com.cn
摘要居民出行特征分析是研究交通需求和探寻交通拥堵症结的基础手段ꎮ
为研究居民出行特征ꎬ 基于企事业单位人群出行特征调研数据ꎬ 改进经典DBSCAN 聚类算法ꎬ …

The utilization distribution: wildlife research methods as a tool for understanding visitor use in remote parks and protected areas

JM Nettles, MTJ Brownlee, RL Sharp… - Human Dimensions of …, 2022 - Taylor & Francis
In remote parks and other protected areas, estimates of visitor use levels and distributions
are often limited in accuracy and feasibility. Visitors to these areas may not see any staff …

Using Animal Movement Theory to Inform Visitor Movement Research: Integrating Movement Ecology and Hierarchical Habitat Selection for Outdoor Recreation …

SA Sidder, TE Hall, A D'Antonio - Society & Natural Resources, 2024 - Taylor & Francis
Visitor movement research in outdoor recreation contexts generates information about
recreation activity type, timing, and distribution. Much of this work is descriptive or …

Effects of outdoor recreation on multiple vertebrate guilds in a fragmented sagebrush‐steppe ecosystem

MC Aberg, SE Coates, LJ Davis… - The Journal of …, 2024 - Wiley Online Library
Outdoor recreational use is growing rapidly in the western United States, which increases
the pressure on multiple‐use public lands. Balancing recreational use with conservation …