From d8d25b3252584bbc26642251c0c8ce6659eb6331 Mon Sep 17 00:00:00 2001 From: Katherine Markovich Date: Wed, 8 May 2024 11:41:39 -0600 Subject: [PATCH 1/4] add flowchart for learning flow example --- README.md | 5 +++++ flowchart.png | Bin 0 -> 198683 bytes 2 files changed, 5 insertions(+) create mode 100644 flowchart.png diff --git a/README.md b/README.md index 0812d15d..35dfe2f7 100644 --- a/README.md +++ b/README.md @@ -78,6 +78,11 @@ PEST++MOU: IMPORTANT NOTE: When running some of these notebooks, PEST++ undertakes parallel model runs for computational efficiency. These runs are coordinated using internet communication protocols (e.g. TCP/IP). As a result, it is common (but not universal) that the first time a set of parallel runs is launched, a Windows Defender (or similar popup on other operating systems) box appears warning the user. This box can simply be closed by clicking "cancel" and then the model runs should proceed without issue. +## Example Tutorial Notebook Learning Flow +While there is an intentional organization to the notebooks, described above, they can also serve as standalone references, or a subset can be curated to achieve a specific learning outcome. An example of a curated learning flow for a common decision support modeling application is shown in the flowchart below. + +![flowchart](https://raw.githubusercontent.com/gmdsi/GMDSI_notebooks/jose-review/.github/flowchart.png) + ## Installation Instructions **Download the course repository:** diff --git a/flowchart.png b/flowchart.png new file mode 100644 index 0000000000000000000000000000000000000000..db89573f005b54f7a3457477777b6987ec67fac5 GIT binary patch literal 198683 zcmeFZbyQSu+cpe>0)nJ;x3qxNP$D1=O2+`g&^dI2Al=<1DIqv?Bb|bDmq-qcbbTBA z-S_jX?_2Bnp7;IxX037Wnb~_^dtcWX$9bH`81hb0>e*A0rw9lL&t#+}lo1e6zz7IP zAk-(oC-gC#hzJN6qUPe_?_|WqsovS!nwVP|BOpkJBxs;$s`L?L>cmFBHbX?t^It@c zA$cu}%J%UO%`~da$9IMp$T)%xUzTSjk*zk1gAGwSBd4{Vlb%ZAJT}&4olf9m%7(Wb zH6MF9?EBma9A|NF46z}7oMnoXj*lotil!aJ>p{L6>tUoHlMzNhe3AX=S@zJ%dT8?d z_bUjqKQH!A_Xz$3IxpxIpA6sLS&#^MvlAlFJ^iJs$IgfHOB`WY4IIOdg^&}^mzK#G zYdHNek%$5H(2z+nX_c8tF=5qxjm3@B7+@+ape`5%W6A52)h)GfYNTm_~BjwO1an(mh 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znqUAXF`FyphfkfZR1*nZisRnyhE$Vzjgh`#Aaeu4L?XBY0*7zNR!8Svwy7D4*rB<; z1SBUi7KL~I3mHUlgGuU|CdEmOOaX?0H z}M8RsD%*smkF3K$w4y z%8mTW9&kTsbBDLJJe8AdB)ZvK@4rH}5l=l23A40iun(T*JVMI3~ooUKwB+4akPx6s#%7S?l8FGX{AD<*ZqG z()}d_86Udd1m6zGr|P?Cev9H#(ujBXw2LlraS9*YFmWmuVifJV&_$?3xxlWv51o~q z8E3kgOmb%B1?Np#*5a+RV3NC^kHuA*|0C|UhBRv9mdkM-nAF0_c%l7A0gVnxPQxdI z*-K;@6{p(}DpS^^U;(aX;-jByZ@d~0>5mQ9F*i}pC>15?6O^z;B z`w|px5C}YlYVkM@ew?GHD}vC>^IuxYVN!IQ2{F5;zz{@IO#VFjM;g#ImPVd$9^4he z@5wkPjXU!Zn$1;D>+ooofVWX?cRmFJU&_{)1#9!AM(jk_*Q~;es9GAf)7h5@#$LaN z@|z4{HcgKrGd(Fac2vt=SBP|0Ak@tHyED{;g~0mYRJl4bD^coP+mquV1iY_n6a~vR z1J1v}Uq?@F^T9az)9cqf`yYlVbn}`z@rh0K=(x#ZxD#RL{S*XG#zv?CyUcu0X~FL13FX6*qL!dGUR&rCjAa8<-5REmf-ItwQpp%Y_F#Lu1!dkr5uj z(QlCP#I;mLc zPqjj*bN_g@|KUf53#pUwWOmxW6Apg=uf-K$d+-O4+GJ0={_|VmY&p^5CtiF;vHN8lehDMd`- I^}F8xA6XECAOHXW literal 0 HcmV?d00001 From 7105b4491b6b7327fdf0c576ffb57be21e56da18 Mon Sep 17 00:00:00 2001 From: Katherine Markovich Date: Wed, 8 May 2024 11:42:27 -0600 Subject: [PATCH 2/4] add some acronyms to improve clarity --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 35dfe2f7..d32bbe9a 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,7 @@ After completing this module, learners should be able to: - Apply the `pyemu` Python package to interface with PEST/PEST++. - Discuss the mathematical concepts that underpin the PEST/PEST++ software. - - part 1: this part covers the Gauss-Levenberg Marquardt approach to parameter estimation and associated uncertainty analysis. This was the foundation of the PEST software for multiple decades and the theory continues to resonate through newer techniques + - part 1: this part covers the Gauss-Levenberg Marquardt (GLM) approach to parameter estimation and associated uncertainty analysis. This was the foundation of the PEST software for multiple decades and the theory continues to resonate through newer techniques After completing this module, learners should be able to: - Describe the GLM approach to parameter estimation. - Explain non-uniqueness, identifiability and equifinality in the context of decision-support modelling. @@ -31,11 +31,11 @@ After completing this module, learners should be able to: - Understand the effect of parameterization schemes on model predictive ability. - Explain the difference between linear and non-linear uncertainy analysis approaches and the value of each. - - part 2: this part expands largely into ensemble-based parameter estimation and uncertainty analysis methods using PEST++. Advanced topics include management optimization and sequential data assimilation. + - part 2: this part expands largely into ensemble-based parameter estimation and uncertainty analysis methods using PEST++. Advanced topics include management optimization (OPT and MOU) and sequential data assimilation (DA). After completing this module, learners should be able to: - Construct a high-dimensional PEST control file and interface files. - Implement GLM and ensemble-based parameter estimation and uncertainty analysis workflows using PEST++ and associated tools. - - Apply management optimization and sequential data assimilation techniques to decision-support groundwater modelling problems. + - Apply management optimization (OPT and MOU) and sequential data assimilation (DA) techniques to decision-support groundwater modelling problems. **To run the Part 0 notebooks** From 50ae2fe0f090f17f65b70629973e7e5003d1dc5d Mon Sep 17 00:00:00 2001 From: Katherine Markovich Date: Wed, 8 May 2024 11:43:59 -0600 Subject: [PATCH 3/4] fix link for graphic --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d32bbe9a..f8f9a313 100644 --- a/README.md +++ b/README.md @@ -81,7 +81,7 @@ IMPORTANT NOTE: When running some of these notebooks, PEST++ undertakes parallel ## Example Tutorial Notebook Learning Flow While there is an intentional organization to the notebooks, described above, they can also serve as standalone references, or a subset can be curated to achieve a specific learning outcome. An example of a curated learning flow for a common decision support modeling application is shown in the flowchart below. -![flowchart](https://raw.githubusercontent.com/gmdsi/GMDSI_notebooks/jose-review/.github/flowchart.png) +![flowchart](https://raw.githubusercontent.com/kmarkovich-intera/GMDSI_notebooks/jose-review/.github/flowchart.png) ## Installation Instructions From 528f54859d35c360c1f09abac572490b0d010f73 Mon Sep 17 00:00:00 2001 From: Katherine Markovich Date: Wed, 8 May 2024 11:46:41 -0600 Subject: [PATCH 4/4] fix link for graphic --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index f8f9a313..4841d670 100644 --- a/README.md +++ b/README.md @@ -81,7 +81,9 @@ IMPORTANT NOTE: When running some of these notebooks, PEST++ undertakes parallel ## Example Tutorial Notebook Learning Flow While there is an intentional organization to the notebooks, described above, they can also serve as standalone references, or a subset can be curated to achieve a specific learning outcome. An example of a curated learning flow for a common decision support modeling application is shown in the flowchart below. -![flowchart](https://raw.githubusercontent.com/kmarkovich-intera/GMDSI_notebooks/jose-review/.github/flowchart.png) +

+ flowchart +

## Installation Instructions