activity
20152026
most citedTheory-guided Data Science: A New Paradigm for Scientific Discovery from Data

1.7k citations · 2.1k across the 41 of their papers we have counts for

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Showing 2025Show all

6 papers · 1 filter

q-bio.PE2025

An Ecologically-Informed Deep Learning Framework for Interpretable and Validatable Habitat Mapping

Iván Felipe Benavides-Martínez, Cristiam Victoriano Portilla-Cabrera, Katherine E. Mills +4

Benthic habitat is challenging due to the environmental complexity of the seafloor, technological limitations, and elevated operational costs, especially in under-explored regions.…

physics.ao-ph2025

Land Cover Changes Cause Increased Losses during Photosynthetic Extremes

Bharat Sharma, Jitendra Kumar, Nathan Collier +2

Human-induced carbon dioxide (CO2) emissions, primarily from fossil fuel combustion and changes in land use and land cover (LULCC), are a key contributor to climate change. As the…

stat.AP2025

Carbon Cycle Extremes Accelerate Weakening of the Land Carbon Sink in the Late 21st Century

Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly +1

Increasing surface temperature could lead to enhanced evaporation, reduced soil moisture availability, and more frequent droughts and heat waves. The spatiotemporal co-occurrence o…

stat.AP2025

Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes

Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly +1

Rising atmospheric carbon dioxide due to human activities through fossil fuel emissions and land use changes have increased climate extremes such as heat waves and droughts that ha…

q-bio.PE2025

Warming demands extensive tropical but minimal temperate management in plant-pollinator networks

Adrija Datta, Sarth Dubey, Tarik C. Gouhier +2

Anthropogenic warming impacts ecological communities and disturbs species interactions, particularly in temperature sensitive plant pollinator networks. While previous assessments…

physics.ao-ph2025

Network science disentangles internal climate variability in global spatial dependence structures

Arnob Ray, Abhirup Banerjee, Rachindra Mawalagedara +1

A comprehensive characterization of internal climate variability and irreducible uncertainty through initial-condition large ensembles of Earth system models across different spati…