Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my...
-
date post
15-Jan-2016 -
Category
Documents
-
view
221 -
download
0
Transcript of Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my...
![Page 1: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/1.jpg)
Remote Sensing Remote Sensing vs.vs.
Individual-Based Ecology Individual-Based Ecology
![Page 2: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/2.jpg)
Goals of the Talk (Paper)Goals of the Talk (Paper)
• Order my thoughts.Order my thoughts.
• Assemble/summarize/link Assemble/summarize/link some relevant 1° and 2° some relevant 1° and 2° sources.sources.
![Page 3: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/3.jpg)
Goals of the Talk (Paper)Goals of the Talk (Paper)
EcologyEcology
Remote Remote SensingSensing
ComplexityComplexity
![Page 4: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/4.jpg)
Remote SensingRemote SensingRemote Sensing:
“The collection and interpretation of information about an object without physical contact with the object; eg, satellite imaging, aerial photography, and open path measurements.”
-- www.waterquality.de/hydrobio.hw/RTERMS.HTM
![Page 5: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/5.jpg)
Ecology and DataEcology and Data
Experimental Design Challenges in Ecology:Experimental Design Challenges in Ecology:
• Experimentation and ObservationExperimentation and Observation
• ‘‘Controlling variables’Controlling variables’
• Ecosystem dimensionality and variability.Ecosystem dimensionality and variability.
![Page 6: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/6.jpg)
Ecology and DataEcology and Data
Groundies’ and Remote Sensors’ View:Groundies’ and Remote Sensors’ View:
Ground Sampled Remotely SensedReal World
![Page 7: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/7.jpg)
Remote Sensing and DataRemote Sensing and Data
• Limited in its ability to sample:Limited in its ability to sample:radar, photographic, spectral, laser, etc.radar, photographic, spectral, laser, etc.
• But broad in it’s scope:But broad in it’s scope:– measurements from daily to every monthmeasurements from daily to every month– covering areas from square meters to continents, covering areas from square meters to continents,
inclusively.inclusively.
![Page 8: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/8.jpg)
Remote Sensing and DataRemote Sensing and Data
• Traditionally used for mapping and monitoring.Traditionally used for mapping and monitoring.
![Page 9: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/9.jpg)
Remote Sensing and DataRemote Sensing and Data
• Traditionally used for mapping and monitoring.Traditionally used for mapping and monitoring.
![Page 10: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/10.jpg)
Remote Sensing and DataRemote Sensing and Data
• Traditionally used for mapping and monitoring.Traditionally used for mapping and monitoring.
• As resolution(s) increase, increasingly no reason As resolution(s) increase, increasingly no reason not to use it in theory development.not to use it in theory development.
![Page 11: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/11.jpg)
![Page 12: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/12.jpg)
Remote Sensing and EcologyRemote Sensing and Ecology
• Pattern and Process in the Plant CommunityAS Watt, The Journal of Ecology, 1947
- according to GoogleScholar, cited by 534 (as of today)- according to GoogleScholar, cited by 534 (as of today)
• The Problem of Pattern and Scale in EcologyThe Problem of Pattern and Scale in EcologySA Levin, Ecology, 1992SA Levin, Ecology, 1992- according to GoogleScholar, cited by 1377 (as of today)- according to GoogleScholar, cited by 1377 (as of today)
![Page 13: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/13.jpg)
Remote Sensing and EcologyRemote Sensing and Ecology
• Regional and landscape scale is the new Regional and landscape scale is the new blackblack..
• Unprecedented change may be the Unprecedented change may be the next blacknext black..
• So we need So we need • good spatial ecologygood spatial ecology• good large-scale ecologygood large-scale ecology• mechanistically robust ecologymechanistically robust ecology
![Page 14: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/14.jpg)
Remote Sensing and EcologyRemote Sensing and Ecology
• Regional and landscape scale is the new Regional and landscape scale is the new blackblack..
• Unprecedented change may be the Unprecedented change may be the next blacknext black..
• So we need So we need • good spatial ecologygood spatial ecology• good large-scale ecologygood large-scale ecology• mechanistically robust ecologymechanistically robust ecology
EcologyEcology
Remote Remote SensingSensing
ComplexityComplexity
![Page 15: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/15.jpg)
Remote Sensing and EcologyRemote Sensing and Ecology
• Individual-Based Ecology
“The study of ecological systems from the perspective that systems arise from unique independent, individuals and the interactions of the individuals with each other and with their environment.”
» Grimm and Railsback 2005, Individual-based Modeling and Ecology.
![Page 16: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/16.jpg)
Remote Sensing and EcologyRemote Sensing and Ecology
• Ecology + remote sensing is good.
![Page 17: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/17.jpg)
Remote Sensing and EcologyRemote Sensing and Ecology
• Ecology + remote sensing is good.
• Individual-Based Ecology is good.
![Page 18: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/18.jpg)
Remote Sensing and EcologyRemote Sensing and Ecology
• Ecology + remote sensing is good.
• Individual-Based Ecology is good.
• Remote sensing + Individual-Based Ecology good?
![Page 19: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/19.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Unit has to be the ‘Individual’
from fix buffalo today blog, http://fixbuffalo.blogspot.com/2005/10/demolitions-and-urban-prairie.html
![Page 20: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/20.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Unit has to be the ‘Individual’
from fix buffalo today blog, http://fixbuffalo.blogspot.com/2005/10/demolitions-and-urban-prairie.html
No good: the decision maker is the lot owners or the government members, not the lots.
![Page 21: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/21.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology• Unit has to be the ‘Individual’
• How to get at Individuals with RS?
• Matching of sensor scale with inidivdual scalespatial scaletemporal scalecharacteristic ‘scale’
![Page 22: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/22.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Spatial Resolution
• >1m 1 km
![Page 23: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/23.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Spatial Resolution• Spatial Scope
![Page 24: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/24.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Spatial Resolution• Spatial Scope• Time Resolution
– MODIS: 1-2 times a day– Landsat ~ every 16 days
![Page 25: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/25.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Spatial Resolution• Spatial Scope• Time Resolution• ‘Characteristic’ Resolution
– spectral resolution (hyper v. multispectral)– elevational accuracy
![Page 26: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/26.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Spatial Resolution• Spatial Scope• Time Resolution• ‘Characteristic’ Resolution
![Page 27: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/27.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
• Spatial Resolution• Spatial Scope• Time Resolution• ‘Characteristic’ Resolution
![Page 28: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/28.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
Insert Model Here Insert Data Here
![Page 29: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/29.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
from High-resolution remote sensing of intertidal ecosystems: A low-cost technique to link scale-dependent patterns and processes. Guichard and Bourget (2000) Limnol. Oceanogr.
![Page 30: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/30.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
Insert Model Here
Insert Data Here
![Page 31: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/31.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
Insert Model Here
Insert Data Here
Pattern Statistics
![Page 32: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/32.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
Insert Model Here
Insert Data Here
Pattern Statistics
Revision of Model
![Page 33: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/33.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
Insert Model Here
Insert Data Here
Pattern Statistics
Revision of Model
a la Grimm&Railsback
![Page 34: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/34.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
==• good spatial ecologygood spatial ecology
• good large-scale ecologygood large-scale ecology• mechanistically robust ecologymechanistically robust ecology
![Page 35: Remote Sensing vs. Individual-Based Ecology. Goals of the Talk (Paper) Order my thoughts. Order my thoughts. Assemble/summarize/link some relevant 1°](https://reader030.fdocuments.net/reader030/viewer/2022033105/56649d245503460f949fb09b/html5/thumbnails/35.jpg)
Remote Sensing and IBEcologyRemote Sensing and IBEcology
==• good spatial ecologygood spatial ecology
• good large-scale ecologygood large-scale ecology• mechanistically robust ecologymechanistically robust ecology
viaempirical data study