Integrating plant physiology into simulation of fire behavior and effects

LT Dickman, AK Jonko, RR Linn, I Altintas… - New …, 2023 - Wiley Online Library
Wildfires are a global crisis, but current fire models fail to capture vegetation response to
changing climate. With drought and elevated temperature increasing the importance of …

[HTML][HTML] An evaluation of carbon indicators of soil health in long-term agricultural experiments

D Liptzin, CE Norris, SB Cappellazzi… - Soil Biology and …, 2022 - Elsevier
Soil organic carbon (SOC) is closely tied to soil health. However, additional biological
indicators may also provide insight about C dynamics and microbial activity. We used SOC …

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station

P Hewage, A Behera, M Trovati, E Pereira… - Soft Computing, 2020 - Springer
Non-predictive or inaccurate weather forecasting can severely impact the community of
users such as farmers. Numerical weather prediction models run in major weather …

Decreasing fire season precipitation increased recent western US forest wildfire activity

ZA Holden, A Swanson, CH Luce… - Proceedings of the …, 2018 - National Acad Sciences
Western United States wildfire increases have been generally attributed to warming
temperatures, either through effects on winter snowpack or summer evaporation. However …

Deep gaussian process for crop yield prediction based on remote sensing data

J You, X Li, M Low, D Lobell, S Ermon - Proceedings of the AAAI …, 2017 - ojs.aaai.org
Agricultural monitoring, especially in develo** countries, can help prevent famine and
support humanitarian efforts. A central challenge is yield estimation, ie, predicting crop …

Crop type map** without field-level labels: Random forest transfer and unsupervised clustering techniques

S Wang, G Azzari, DB Lobell - Remote sensing of environment, 2019 - Elsevier
Crop type map** at the field level is necessary for a variety of applications in agricultural
monitoring and food security. As remote sensing imagery continues to increase in spatial …

Short-interval severe fire erodes the resilience of subalpine lodgepole pine forests

MG Turner, KH Braziunas… - Proceedings of the …, 2019 - National Acad Sciences
Subalpine forests in the northern Rocky Mountains have been resilient to stand-replacing
fires that historically burned at 100-to 300-year intervals. Fire intervals are projected to …

Introducing the North American project to evaluate soil health measurements

CE Norris, GM Bean, SB Cappellazzi, M Cope… - Agronomy …, 2020 - Wiley Online Library
Abstract The North American Project to Evaluate Soil Health Measurements was initiated
with the objective to identify widely applicable soil health measurements for evaluation of …

Weathering the pandemic: How the Caribbean Basin can use viral and environmental patterns to predict, prepare, and respond to COVID‐19

DE de Ángel Solá, L Wang, M Vázquez… - Journal of medical …, 2020 - Wiley Online Library
The 2020 coronavirus pandemic is develo** at different paces throughout the world.
Some areas, like the Caribbean Basin, have yet to see the virus strike at full force. When it …

An improved single-channel method to retrieve land surface temperature from the Landsat-8 thermal band

J Cristóbal, JC Jiménez-Muñoz, A Prakash, C Mattar… - Remote Sensing, 2018 - mdpi.com
Land surface temperature (LST) is one of the sources of input data for modeling land surface
processes. The Landsat satellite series is the only operational mission with more than 30 …