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Model inputs and outputs associated with nitrogen mass balance and removal efficiency in small agricultural watersheds within the Chesapeake Bay watershed Model inputs and outputs associated with nitrogen mass balance and removal efficiency in small agricultural watersheds within the Chesapeake Bay watershed
This data release compiles the inputs and outputs for a nitrogen mass balance model for nine small agricultural watersheds within the Chesapeake Bay nontidal watershed. Data inputs include annual nonpoint source nitrogen input, plant uptake, and output, and total discharge from 1985-2020 for each of the agricultural watersheds. Data inputs also include median groundwater age used to...
Model inputs and outputs used for the development of the Everglades Vulnerability Analysis (EVA) vegetation model Model inputs and outputs used for the development of the Everglades Vulnerability Analysis (EVA) vegetation model
Tools that accurately and reliably forecast potential ecological responses to both climate variability and natural resource management can improve the decision process, especially for landscapes where decision points occur iteratively across time. In the Everglades, natural resource practitioners use models and decision support tools to assist their evaluations of restoration progress...
Model output and code for a long short-term memory model forecasting streamflow drought across the Conterminous United States by focusing on percentiles below 50 percent Model output and code for a long short-term memory model forecasting streamflow drought across the Conterminous United States by focusing on percentiles below 50 percent
Machine learning (ML) models were used to forecast streamflow drought from 1 to 13 weeks into the future at more than 3,000 streamgage locations across the conterminous United States. Long short-term memory [LSTM] neural network models were used to predict weekly streamflow percentiles with independent models for each forecast horizon. In this data release we specifically include an LSTM...
Model predictions of biological condition metrics for small streams in the Chesapeake Bay Watershed, USA from 1985 to 2023 Model predictions of biological condition metrics for small streams in the Chesapeake Bay Watershed, USA from 1985 to 2023
This data release contains predictions of stream biological condition as defined by the Chesapeake basin-wide index of biotic integrity for stream macroinvertebrates (Chessie BIBI) as well as prediction of the percentage of the benthic macroinvertebrate assemblage as 1) Ephemeroptera, Plecoptera, Trichoptera less Hydropsychidae, 2) Ephemeroptera, and 3) Clingers using Random Forest...
Modeled dissolved oxygen and water temperature in the Colorado River in Glen and Grand Canyons in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026) Modeled dissolved oxygen and water temperature in the Colorado River in Glen and Grand Canyons in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post 2026) Environmental Impact Statement (EIS). These data were outputs from models that estimate annual minimum dissolved oxygen and daily water temperature in the Colorado River below Glen Canyon Dam. The objective of our study was to predict water temperatures and...
Modeled economic value of angling and whitewater recreation on the Colorado River in Glen and Grand Canyons in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026) Modeled economic value of angling and whitewater recreation on the Colorado River in Glen and Grand Canyons in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post-2026) Environmental Impact Statement (EIS). These data were compiled to predict economic impacts to angling in Glen Canyon and whitewater rafting in Grand Canyon. The objective of our study was to estimate recreation impacts, or changes in consumer surplus, under...
Modeled preservation risk to paleontological and cultural resources within Lake Powell and Lake Mead in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026) Modeled preservation risk to paleontological and cultural resources within Lake Powell and Lake Mead in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post 2026) Environmental Impact Statement (EIS). Specifically, these data present modeled risks to paleontological and cultural resource preservation based on projected reservoir water level fluctuations between December 2026 and December 2060 within Lake Powell and...
Modeled riparian plant community habitat suitability along the Colorado River in Grand Canyon in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026) Modeled riparian plant community habitat suitability along the Colorado River in Grand Canyon in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post-2026) Environmental Impact Statement (EIS). These data were used to illustrate how six operational strategies (proposed alternatives) for Glen Canyon Dam could affect riparian plant communities along the Colorado River between Glen Canyon Dam and Lake Mead. The...
Modeled sand transport, sandbar volumes, and reservoir operations for the Colorado River in Grand Canyon in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026) Modeled sand transport, sandbar volumes, and reservoir operations for the Colorado River in Grand Canyon in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post-2026) Environmental Impact Statement (EIS). These data were compiled to predict the impact of different proposed alternatives for Glen Canyon Dam operations on sand resources, including sand mass balance, sandbar volume, and frequency/duration of controlled...
Modeled smallmouth bass entrainment and population growth rates in the Colorado River in Glen and Grand Canyons in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026) Modeled smallmouth bass entrainment and population growth rates in the Colorado River in Glen and Grand Canyons in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post 2026) Environmental Impact Statement (EIS). These data were outputs from models that estimate annual smallmouth bass entrainment through Glen Canyon Dam and annual smallmouth bass population growth rate (lambda) in the Colorado River below Glen Canyon Dam. The...
Modeled subaerial shoreline area and potential dust emissions within Lake Mead and Lake Powell (ver. 2.0, July 2026) Modeled subaerial shoreline area and potential dust emissions within Lake Mead and Lake Powell (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post-2026) Environmental Impact Statement (EIS). These data were used to illustrate how six operational strategies (one baseline and 5 alternatives) could affect subaerial shoreline exposure and potential dust emissions at the Lake Powell and Lake Mead reservoirs. The...
Modeled subaerially exposed river sand available for aeolian transport along the Colorado River in Grand Canyon in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026) Modeled subaerially exposed river sand available for aeolian transport along the Colorado River in Grand Canyon in support of resource impact analysis for Post-2026 reservoir operational alternatives (ver. 2.0, July 2026)
These data were compiled in support of the Post-2026 Operational Guidelines and Strategies for Lake Powell and Lake Mead (Post 2026) Environmental Impact Statement (EIS). These data were used to illustrate how eight operational strategies (one baseline and 5 alternatives) for Glen Canyon Dam could affect sand exposure for aeolian landscape and cultural site resources within Grand Canyon...