GPS field data collection that can be customized for mobile devices to record detailed, complex observations.
Earthranger, Kobo, Trillion Trees, Esri ArcGIS
A lack of available solutions for protected area management is prevalent across the globe. Non-technical users that support indigenous communities, citizen science, as well numerous small protected areas cannot afford expensive technical support.
CyberTracker offers a mobile data capture and data visualization solution for nontechnical users, including indigenous communities, citizen science, scientific research, and protected area management.
Moving past individual departments making their own guesses. S&OP & IBP: Introducing Sales & Operation Planning Integrated Business Planning to align the entire company.
While finding a full, free PDF of Fundamentals of Demand Planning and Forecasting" (3rd Edition)
Using historical patterns (moving averages, exponential smoothing) to predict the future. Moving past individual departments making their own guesses
This is the management process that takes the forecast and overlays it with business intelligence—such as marketing promotions, inventory constraints, and financial targets—to create a consensus plan. Key Pillars of the 3rd Edition
: Moving from data cleaning to identifying patterns (seasonality, trends, cycles) and selecting appropriate models. This is the management process that takes the
Leveraging expert opinions to forecast for new products with no history. 3. Measuring Forecast Accuracy
by Dr. Chaman L. Jain can be tricky due to copyright, this textbook is the gold standard for anyone pursuing the Certified Professional Forecaster (CPF) certification. Amazon.com.au exponential smoothing) to predict the future.
Fundamentals of Demand Planning and Forecasting (3rd Edition) by Chaman L. Jain and Jack Malehorn is a comprehensive guide recognized as a primary study resource for the International Institute of Business Forecasting (IBF) certifications. It bridges the gap between complex statistical theory and practical business application, teaching professionals how to transform data into actionable supply chain strategies. Core Concepts and Methodology