PPT-Combining Remote Sensing and Biological Data to Predict the

Consequences of Climate Change on Hummingbird Diversity Catherine Graham Susan Wethington Donald Powers Pieter Beck Scott Goetz Why Hummingbirds T hey operate at the limits of endothermic physiology Daily energy requirements are. comcn or lmliu69sohucom Commission VIII WG VIII3 KEY WORDS Disaster Sustainable Climate Inspection Modelling Analysis ABSTRACT On the basis of climate change and natural disasters in China during the past ten year s and with the help of satellite rem Francisco Chavez, M. Messie. Monterey Bay Aquarium Research Institute. F. Chai (U of Maine), Y. Chao (NASA/JPL), . David Foley (NOAA/NMFS), R. Guevara, M. Niquen (IMARPE) and R.T. Barber (Duke). Approach. Key RS contributions; timing and magnitude of disturbance; attribution (human/natural. ). Looks for TRENDS and EVENTS in the same . algorithm. Choice of spectral index matters (multi-proxy approach to improve certainty?). The Digital Realm. Orbital characteristics of sensors. Sensor types. Spectral resolution. Spatial resolution. Temporal resolution. Radiometric resolution. Geometric Distortions in RS Data. Color theory and principle of digital image display. Catherine Graham, . Susan Wethington. , Donald Powers, Pieter Beck. , Scott Goetz . Kira Newcomb. , Tina Cormier, Frank La . Sorte. , Gil . Bohrer. , Ben Weinstein, Boris Tinoco, Sarah Supp, . Anusha. Consequences of Climate Change on Hummingbird Diversity. PIs: Catherine Graham, Susan . Wethington. , Donald Powers, Pieter Beck, Scott Goetz. Graduate students: Ben Weinstein, Boris Tinoco. Why Hummingbirds?. Francisco Chavez, M. Messie. Monterey Bay Aquarium Research Institute. F. Chai (U of Maine), Y. Chao (NASA/JPL), . David Foley (NOAA/NMFS), R. Guevara, M. Niquen (IMARPE) and R.T. Barber (Duke). Approach. Principles, results, and challenges. Lecture at the ERCA . 2018. Grenoble, . January 18, 2018. Andreas Richter. Institute of Environmental Physics. University of Bremen. Bremen, Germany. ( . richter@iup.physik.uni-bremen.de. Lecturer. Ruba. . Yousif. . Hussain. Third Year. 1. Concepts and Foundations of Remote Sensing. Remote Sensing. Remote Sensing is the collection of data without directly measuring the object. It relies on the reflectance of natural or emitted electromagnetic radiation.. Lecturer. Ruba. . Yousif. . Hussain. Third Year. 1. Raster GIS and Vector GIS. The two basic types are vector and raster files.. 1. . Vector files. . Spatial data which is given by rectangular coordinates represent by vector model.. Lecturer. Ruba. . Yousif. . Hussain. Third Year. 1. Map Layout. Map Layout. Layout is the arrangement of elements on a page. A map layout may include a map title, legend, north arrow, scale bar, descriptive text, and geographic data.. Co-Chairs: . . Part I - Kevin . Turpie. (UMBC GSFC), Cecile Rousseaux (USRA NASA). . Part II - Maria . Tzortiou. (CUNY), Emmanuel Boss (. Univ. of Maine). . Part III - Michelle . Gierach. (NASA JPL), Sherry Palacios (BAERI ARC). Corresponding author (phil.teillet@ccrs.nrcan.gc.ca). 1. INTRODUCTION Over the next few years, the nature of remote and in situsensing and their relationship with the Internet will change drastically Wang et al., RS-YABI: A workflow system for Remote Sensing Processing in AusCover 1. INTRODUCTION Remote sensing (Lillesand et al., 2004) has always been at the forefront of automated data acquisiti