Rincon’s Bio Weaver Tool- From Disparate Data to Actionable Analysis

Rincon Consultants, Inc. is a leading environmental consulting firm across California, where biologists conduct reviews under the California Environmental Quality Act (CEQA) to evaluate how proposed projects may impact special-status species and determine their potential to occur within project areas. Currently, Rincon’s biologists rely on a fragmented workflow involving manual inputs, search queries, and data joins to compile species occurrence data from sources like the California Natural Diversity Database (CNDDB) and the California Native Plant Society's Rare Plant Inventory. This process introduces inefficiencies, data inconsistencies, and reproducibility issues that can obscure important ecological relationships. The Bio Weaver tool addresses this data management challenge through an automated data processing workflow that is integrated with a dynamic platform, where biologists can interact with project-specific data in the form of maps, charts, and tables that can then be exported for their regulatory reporting needs. This provides Rincon with a streamlined process for data management and analysis, which will allow biologists to spend less time wrangling data and more time in the field, in turn strengthening long-term resource conservation and ecological resilience across California.

Acknowledgements:
Bren School: Dr. Kelly Caylor, Professor, Associate Vice Chancellor for Research; Dr. Carmen Galaz García, Assistant Teaching Professor
Rincon Consultants, Inc.: Lisa Achter, Carly Caswell, Tyler Friesen, Robin Murray, Allie Sennett