{ "cells": [ { "cell_type": "markdown", "id": "199b2dcc-2434-4a93-97ec-cd16e5bd1d0c", "metadata": {}, "source": [ "# Calibration of the Sr/Ca paleothermometer: A Bayesian approach" ] }, { "cell_type": "markdown", "id": "9a2f36cf-f464-4de8-8aae-9ff5bfa16cdc", "metadata": { "id": "d7vsL4-sRBbp" }, "source": [ "## Authors\n", "\n", "[Deborah Khider](https://orcid.org/0000-0001-7501-8430)\n", "\n", "## Preamble\n", " In a [previous notebook](FrequentistCalibration.ipynb), we performed the regression using various flavors of least squares. This notebook approaches the same task using Bayesian statistics, for which a good introduction is given [here](https://seeing-theory.brown.edu/bayesian-inference/index.html#section2). \n", "\n", "The goal of Bayesian linear regression is the same as its frequentist counterpart, which is to infer the parameters of the regression equation (i.e., the slope and intercept) that best fits the data. The main difference between the two is that Bayesian regression tries to infer the (posterior) distribution of the parameters, given some _a priori_ notions and the data. This is in contrast to the frequentist approach, which makes often strong assumptions so it can derive best estimates for these parameters, occasionally with a measure of uncertainty, using only the data. A good introduction on Bayesian Linear Regression is available in this [Medium blog post](https://medium.com/intuition/gentle-introduction-of-bayesian-linear-regression-c83da6b0d1f7).\n", "\n", "\n", "To perform the regression on the coral data from Delong et al. (2011), we will be using the [PyMC package](https://www.pymc.io/welcome.html). The following is adapted from the [example provided with package](https://www.pymc.io/projects/docs/en/stable/learn/core_notebooks/GLM_linear.html#glm-linear). \n", "\n", "Let's also import some necessary packages along with PyMC:" ] }, { "cell_type": "code", "execution_count": 2, "id": "55c9fd40-84e3-4284-80ab-1dc60ff0efe3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING (pytensor.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" ] } ], "source": [ "#Some config magic first\n", "import pytensor\n", "pytensor.config.mode='NUMBA'\n", "pytensor.config.cxx=\"\"\n", "\n", "# Necessary tool for the Bayesian calibration and visualization\n", "import arviz as az\n", "import pandas as pd\n", "import numpy as np\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "import pymc as pm\n", "import xarray as xr\n", "import statsmodels.api as sm\n", "\n", "from pymc import HalfCauchy, Model, Normal, sample, Uniform\n", "\n", "# Packages to handle paleoclimate data\n", "import pyleoclim as pyleo\n", "from pylipd.lipd import LiPD\n", "\n", "# Package to make publication-ready tables\n", "from great_tables import GT, md, html" ] }, { "cell_type": "markdown", "id": "a35366e0-d23e-43dd-844b-a19d073e5748", "metadata": {}, "source": [ "## Loading the data" ] }, { "cell_type": "markdown", "id": "d5e20480-cc94-4524-b86d-1ee9f51f9703", "metadata": {}, "source": [ "For this calibration exercise, we will be using the Sr/Ca data from [DeLong et al. (2011)](https://www.sciencedirect.com/science/article/pii/S0031018211002501?casa_token=u1x_ZYnm_mIAAAAA:rU7n-8jHh2g5UPgGHs5h1iptBXVa6rfvKFxpOwgMjHgB6g4jUZ9oRppzJz7O5UQHDlc1U3xhYSg).\n", "\n", "Lets's import it into our workspace using [pandas](https://pandas.pydata.org)." ] }, { "cell_type": "code", "execution_count": 3, "id": "697259a1-0bd7-407c-9d17-56e9f9239b2b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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YearMean Sr/Ca (mmol/mol)Number of samplesSt. error of meanMean Sr/Ca (mmol/mol).1Number of samples.1St. error of mean.1Mean Sr/Ca (mmol/mol).2Number of samples.2St. error of mean.2DRTO SST (ºC)St. error of mean.3Sand Key SST (ºC)St. error of mean.4
02008.6250008.73709510.012000NaNNaNNaN9.02538530.00302730.1930110.010330NaNNaN
12008.5416678.77022320.003228NaNNaNNaN9.05144430.01006029.5511970.010570NaNNaN
22008.4583338.84102420.003956NaNNaNNaN9.11184330.00055428.5394990.022829NaNNaN
32008.3750008.94093320.0016148.9723821.00.019.19020430.02145926.6424730.026493NaNNaN
42008.2916679.02271520.0031259.0620881.00.019.23262630.01027824.9050000.019899NaNNaN
\n", "
" ], "text/plain": [ " Year Mean Sr/Ca (mmol/mol) Number of samples St. error of mean \\\n", "0 2008.625000 8.737095 1 0.012000 \n", "1 2008.541667 8.770223 2 0.003228 \n", "2 2008.458333 8.841024 2 0.003956 \n", "3 2008.375000 8.940933 2 0.001614 \n", "4 2008.291667 9.022715 2 0.003125 \n", "\n", " Mean Sr/Ca (mmol/mol).1 Number of samples.1 St. error of mean.1 \\\n", "0 NaN NaN NaN \n", "1 NaN NaN NaN \n", "2 NaN NaN NaN \n", "3 8.972382 1.0 0.01 \n", "4 9.062088 1.0 0.01 \n", "\n", " Mean Sr/Ca (mmol/mol).2 Number of samples.2 St. error of mean.2 \\\n", "0 9.025385 3 0.003027 \n", "1 9.051444 3 0.010060 \n", "2 9.111843 3 0.000554 \n", "3 9.190204 3 0.021459 \n", "4 9.232626 3 0.010278 \n", "\n", " DRTO SST (ºC) St. error of mean.3 Sand Key SST (ºC) St. error of mean.4 \n", "0 30.193011 0.010330 NaN NaN \n", "1 29.551197 0.010570 NaN NaN \n", "2 28.539499 0.022829 NaN NaN \n", "3 26.642473 0.026493 NaN NaN \n", "4 24.905000 0.019899 NaN NaN " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url = 'https://www.ncei.noaa.gov/pub/data/paleo/coral/atlantic/tortugas2011.xls'\n", "df = pd.read_excel(url, sheet_name=1,header=[2])\n", "df.head()" ] }, { "cell_type": "markdown", "id": "19ba2203-31a8-4c9b-95ac-5017faf5e17d", "metadata": {}, "source": [ "## *Siderastrea sidera* - core A1\n", "### Estimating the model\n", "For ease, let's store the data into two variables `x` and `y`. `y` contains the Sr/Ca data for core A1. `x` is the Sand Key data. For purpose of demonstration for the Bayesian regression, we will only use the Sand Key data." ] }, { "cell_type": "code", "execution_count": 4, "id": "f2002867-448d-4930-9875-e6833ed47916", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cleaned_df = df.dropna(subset=['Mean Sr/Ca (mmol/mol)','Sand Key SST (ºC)']) #Remove NaNs\n", "\n", "y = cleaned_df.iloc[:,1]\n", "x = cleaned_df.iloc[:,12]\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(6,6))\n", "\n", "ax.scatter(x,y,marker= 'o', color = sns.xkcd_rgb['dark orange'])\n", "ax.set_title('A1 S. siderea')\n", "ax.set_xlabel('SST ($^\\circ$C)')\n", "ax.set_ylabel('Sr/Ca (mmol/mol)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a8f58c22-850c-4fcd-8afd-b9f7b4aa6e6f", "metadata": {}, "source": [ "Let's fit a Bayesian linear regression to the *Siderastrea sidera* - core A1 data. In PyMC, the model specifications takes place with a `with` epxression, called a context manager. By default, PyMC uses a [NUTS sampler](http://arxiv.org/abs/1111.4246) to fit the model, resulting in a trace of samples representing the posterior distributions of the parameters.\n", "\n", "In the Bayesian framework, we first need to define prior distributions for the slope and intercept as well as the expected error of the model. Let's first assume that we don't know much about the relationship between Sr/Ca and temperature, except for the fact that it is negative (which we infer from a simple plot from our [data exploration](DataExploration.ipynb) work). To represent this poor prior knowledge, we can use a uniform distribution with an upper limit of 0. The plot also suggests a total Sr/Ca change of -0.5mmol/mol for 10°C of temperature, which gives an average slope of -0.05 mmol/mol/°C. Let's double this for the lower limit of the uniform distribution. \n", "\n", "To set the prior for the intercept, we can also use a non-informative, uniform prior. The same figure places the y-intercept around 10mmol/mol. Let's use a range between 5 and 15 as boundaries for the uniform distribution:" ] }, { "cell_type": "code", "execution_count": 5, "id": "5c5496d8-5d75-42ab-b3b6-0896902a24bb", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 230 }, "id": "6UVe6s2WRszT", "outputId": "b428879e-3ddb-4af7-8302-4da522f030d2" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [Slope, Intercept, sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7a089f7ecb894bd8a50d7bb7e20ab310", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 1_000 tune and 3_000 draw iterations (4_000 + 12_000 draws total) took 7 seconds.\n"
     ]
    }
   ],
   "source": [
    "with Model() as model:\n",
    "    \n",
    "    # Prior is a uniform distribution over the -1 to 0 interval for the slope and 0 to 50 for intercept\n",
    "    slope = Uniform('Slope',lower=-0.1, upper=0)\n",
    "    intercept = Uniform('Intercept',lower=5, upper=15)\n",
    "    sigma = HalfCauchy(\"sigma\", beta=10)\n",
    "    \n",
    "    #Define the likelihood \n",
    "    likelihood = Normal(\"y\", mu=intercept + slope * x, sigma=sigma, observed=y)\n",
    "    #inference with 3000 samples, tuning on the first 1000 with 4 chains   \n",
    "    idata = sample(draws=3000, chains = 4, tune = 1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1acd07f-5ca4-4642-9719-1fb1599aa9a0",
   "metadata": {},
   "source": [
    "### Analyzing the model\n",
    "\n",
    "Bayesian inference gives us a posterior distribution of plausible parameters. Let's plot the posterior distribution of our parameters and the individual samples we drew:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f9beaaf7-adcb-41c8-9771-256278c7f4b0",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 213
    },
    "id": "e8K6Be7AVP4e",
    "outputId": "5075dcc9-cae5-4e85-8da2-64a06afabf6c"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_trace(idata, figsize=(10,10))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "69dc91d1-57ba-4a73-963e-681450ca8b37", "metadata": {}, "source": [ "The left panel shows the posterior distributions for the slope, intercept and the standard deviation of the regression residuals (`sigma`). Each line on this plot represents a different sampling chain, a parameter which was set to 4. For convergence, you should ensure that the 4 chains give you a similar answer. The right panel shows the 4 sampling chains for the posterior (i.e. the actual sequence of draws from the posterior). The sampling chains for the three parameters seem homogeneous and stationary (no large drifts and other noticeable patterns). This is good news, and likely means that the algorithm has likely converged towards the answer.\n", "\n", "Now let's have a closer look at the mean of the distributions and associated standard deviations:" ] }, { "cell_type": "code", "execution_count": 7, "id": "76c8cbca-8c0d-411e-8774-550bcded5607", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Slope Mean: -0.043\n", "Slope Standard Deviation: 0.001\n", "Intercept Mean: 10.116\n", "Intercept Standard Deviation: 0.026\n" ] } ], "source": [ "print(\"Slope Mean:\", f\"{idata.posterior['Slope'].mean():.3f}\")\n", "print(\"Slope Standard Deviation:\", f\"{idata.posterior['Slope'].std():.3f}\")\n", "print(\"Intercept Mean:\", f\"{idata.posterior['Intercept'].mean():.3f}\")\n", "print(\"Intercept Standard Deviation:\", f\"{idata.posterior['Intercept'].std():.3f}\")" ] }, { "cell_type": "markdown", "id": "4930bd80-a725-4ad3-8b95-04aaf304c108", "metadata": {}, "source": [ "The statistics of the distribution are the same as the point estimates obtained from the linear regression [performed in the previous chapter](FrequentistCalibration.ipynb). This is to be expected. However, a big advantage of Bayesian regression is that we now have joint probability distributions for possible regression lines. Let's plot a few of them:" ] }, { "cell_type": "code", "execution_count": 8, "id": "83ce2c98-c2f5-4da1-b88a-ffec35b6e35e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "idata.posterior[\"y_model\"] = idata.posterior[\"Intercept\"] + idata.posterior[\"Slope\"] * xr.DataArray(x)\n", "\n", "_, ax = plt.subplots(figsize=(7, 7))\n", "az.plot_lm(idata=idata, y=\"y\", num_samples=100, axes=ax, x=x,y_model=\"y_model\")\n", "ax.set_title(\"Posterior predictive regression lines - A1 S. siderea \")\n", "ax.set_xlabel('SST ($^\\circ$C)')\n", "ax.set_ylabel('Sr/Ca (mmol/mol)')\n", "plt.legend(loc='upper right');" ] }, { "cell_type": "markdown", "id": "1c66a045-f487-4365-8d12-a58e13bde98f", "metadata": {}, "source": [ "We can see that the lines are very close to each other around the centroid of the dataset (SST near 26°C, Sr/Ca near 9 mmol/mol) but fan out near the edges of the range -- as predicted by theory. \n", "\n", "\n", "## *Montastraea faveolata*\n", "\n", "Let's redo the calculation for *Montastraea faveolata* Sr/Ca using similar priors. \n", "### Estimating the model\n", "\n", "For ease, let's store the data into two variables `x` and `y`. `y` contains the Sr/Ca data and `x` is the Sand Key data. " ] }, { "cell_type": "code", "execution_count": 9, "id": "7c6fc3aa-7ea8-47f7-871e-d41b7aa7b075", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cleaned_df = df.dropna(subset=['Mean Sr/Ca (mmol/mol).2','Sand Key SST (ºC)']) #Remove NaNs\n", "\n", "y = cleaned_df.iloc[:,7]\n", "x = cleaned_df.iloc[:,12]\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(6,6))\n", "\n", "ax.scatter(x,y,marker= 'o', color = sns.xkcd_rgb['dark orange'])\n", "ax.set_title('Montastraea faveolata')\n", "ax.set_xlabel('SST ($^\\circ$C)')\n", "ax.set_ylabel('Sr/Ca (mmol/mol)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3ee7d757-107c-463d-9ea3-a16339e0c4df", "metadata": {}, "source": [ "Let's fit our model:" ] }, { "cell_type": "code", "execution_count": 10, "id": "60bddd8b-a2d7-4d6b-811b-8f973b125908", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [Slope, Intercept, sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5449519d3b0d4309a61497752bf81118", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 1_000 tune and 5_000 draw iterations (4_000 + 20_000 draws total) took 9 seconds.\n"
     ]
    }
   ],
   "source": [
    "with Model() as model:\n",
    "    \n",
    "    # Prior is a uniform distribution over the -1 to 0 interval for the slope and 0 to 50 for intercept\n",
    "    slope = Uniform('Slope',lower=-0.1, upper=0)\n",
    "    intercept = Uniform('Intercept',lower=5, upper=15)\n",
    "    sigma = HalfCauchy(\"sigma\", beta=10)\n",
    "    \n",
    "    #Define the likelihood \n",
    "    likelihood = Normal(\"y\", mu=intercept + slope * x, sigma=sigma, observed=y)\n",
    "    #inference with 5000 samples, tuning on the first 1000 with 4 chains   \n",
    "    idata = sample(draws=5000, chains = 4, tune = 1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "07d75ad6-28fc-4858-b987-3435054ab3fa",
   "metadata": {},
   "source": [
    "### Analyzing the model\n",
    "\n",
    "Let's plot the posterior distribution and calculate the statistis:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a7a0bbd2-667f-4c1f-a224-c4e6a1626898",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_trace(idata, figsize=(10,10))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "293b02e9-01fb-4047-9f4a-5e143508b4a1", "metadata": {}, "source": [ "Once again, the different lines on the posterior distributions represent the 4 sampling chains. They show similar answers, suggesting that the distribution is independent of the choice of initial condition. " ] }, { "cell_type": "code", "execution_count": 12, "id": "2545e36b-e67f-4c2e-bba5-8e784457ab56", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Slope Mean: -0.031\n", "Slope Standard Deviation: 0.001\n", "Intercept Mean: 10.031\n", "Intercept Standard Deviation: 0.028\n" ] } ], "source": [ "print(\"Slope Mean:\", f\"{idata.posterior['Slope'].mean():.3f}\")\n", "print(\"Slope Standard Deviation:\", f\"{idata.posterior['Slope'].std():.3f}\")\n", "print(\"Intercept Mean:\", f\"{idata.posterior['Intercept'].mean():.3f}\")\n", "print(\"Intercept Standard Deviation:\", f\"{idata.posterior['Intercept'].std():.3f}\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "f7035af3-5612-447a-8e69-6b3d80ac8a75", "metadata": {}, "source": [ "## Why use the Bayesian framework?\n", "\n", "Thanks to toolboxes like [PyMC](https://www.pymc.io/welcome.html), it is now easier than ever to implement Bayesian regression. But is it truly necessary? After all, our mean and standard deviation are similar to that obtained with the [frequentist method](FrequentistCalibration.ipynb). However, there are several advantages in using the Bayesian framework:\n", "\n", "1. The ability to sample directly from the posterior distributions to create possible equations for the calibration, which allows for a better estimation of the uncertainty. Such an example can be [Khider et al. (2014)](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2013PA002534).\n", "2. Calibrating when there is not a lot of data. One of the advantages (and drawbacks) of Bayesian statistics is the encoding of prior knowledge in the form of a probability distribution. In the case of the coral calibration presented here, this prior knowledge may have come from a similar exercise performed on the same species of coral, or in a similar location.\n", "\n", "### Estimation of uncertainty using Bayesian posteriors\n", "\n", "As mentioned earlier, a big advantage of Bayesian regression is that we now have joint probability distributions for possible regression lines. In other words, you have possible equations for regression lines that can be applied to all points in the timeseries to get an ensemble of possible realizations of the temperature evolution. This has important implications for uncertainty quantification since the errors are now becoming dependent and therefore the uncertainty is less when making comparison within the timeseries (e.g., comparing the temperature over the 1980-2000 period with that of the 1960-1980 period) than between two timeseries. \n", "\n", "For this example, let's first re-run the calibration for *Siderastrea sidera* - core A1 with the most recent subset of the data (50% split), keeping the second half of the data for validation. " ] }, { "cell_type": "code", "execution_count": 13, "id": "6e8b88f7-c655-4db8-9a8b-735c6f1083d5", "metadata": {}, "outputs": [], "source": [ "cleaned_df = df.dropna(subset=['Mean Sr/Ca (mmol/mol)','Sand Key SST (ºC)']) #Remove NaNs\n", "split_index = len(cleaned_df) // 2\n", "\n", "# Split the DataFrame into two halves\n", "df_train = cleaned_df.iloc[:split_index]" ] }, { "cell_type": "markdown", "id": "cf531ceb-fb97-42fc-9430-c5412f2d3cc6", "metadata": {}, "source": [ "Let's re-run the calibration using the same priors:" ] }, { "cell_type": "code", "execution_count": 14, "id": "3208cee5-6a9b-4508-a6ac-061f66063664", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [Slope, Intercept, sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "849f6b71c5624ba3855c3379c0522c28", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 1_000 tune and 3_000 draw iterations (4_000 + 12_000 draws total) took 8 seconds.\n"
     ]
    }
   ],
   "source": [
    "y = df_train.iloc[:,1]\n",
    "x = df_train.iloc[:,12]\n",
    "\n",
    "with Model() as model:\n",
    "    \n",
    "    # Prior is a uniform distribution over the -1 to 0 interval for the slope and 0 to 50 for intercept\n",
    "    slope = Uniform('Slope',lower=-0.1, upper=0)\n",
    "    intercept = Uniform('Intercept',lower=5, upper=15)\n",
    "    sigma = HalfCauchy(\"sigma\", beta=10)\n",
    "    \n",
    "    #Define the likelihood \n",
    "    likelihood = Normal(\"y\", mu=intercept + slope * x, sigma=sigma, observed=y)\n",
    "    #inference with 3000 samples, tuning on the first 1000 with 4 chains   \n",
    "    idata = sample(draws=3000, chains = 4, tune = 1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c38b0220-3985-4c36-9f66-f750c2b6bcda",
   "metadata": {},
   "source": [
    "Let's have a look at the mean value and error on the coefficients of the equation:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "19b9f707-4205-4787-8033-fdfb079e2b40",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Slope Mean: -0.046\n",
      "Slope Standard Deviation: 0.001\n",
      "Intercept Mean: 10.188\n",
      "Intercept Standard Deviation: 0.035\n"
     ]
    }
   ],
   "source": [
    "print(\"Slope Mean:\", f\"{idata.posterior['Slope'].mean():.3f}\")\n",
    "print(\"Slope Standard Deviation:\", f\"{idata.posterior['Slope'].std():.3f}\")\n",
    "print(\"Intercept Mean:\", f\"{idata.posterior['Intercept'].mean():.3f}\")\n",
    "print(\"Intercept Standard Deviation:\", f\"{idata.posterior['Intercept'].std():.3f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc5f6f64-53c8-4c49-be14-ef607c2d8c19",
   "metadata": {},
   "source": [
    "Let's calculate SST from coral Sr/Ca and plot some traces for the entire record. Each trace represents a possible realization for the sea surface temperature evolution that takes into account the uncertainty in the calibration:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d842c64f-00af-496f-962c-c8fd1c1102dc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ser = (xr.DataArray(cleaned_df.iloc[:,1]) - idata.posterior[\"Intercept\"])/idata.posterior[\"Slope\"]\n", "\n", "#create a Pyleoclim EnsembleSeries Object from the first chain\n", "ser_list = []\n", "for i in range(3000):\n", " ts =pyleo.Series(time=cleaned_df.iloc[:,0].to_numpy(), value = ser[:,0,i].to_numpy(), time_name='Year', time_unit='CE', value_name = 'Sea Surface Temperature', value_unit = '$\\circ$C', verbose=False, label = 'core A1')\n", " ser_list.append(ts)\n", "\n", "ens = pyleo.EnsembleSeries(ser_list)\n", "fig,ax = plt.subplots(figsize=(15,4))\n", "ax.plot(cleaned_df.iloc[:,0], cleaned_df.iloc[:,12], linewidth=1, label = 'DRTO')\n", "ens.plot_traces(num_traces=5, ax=ax)\n", "ax.axvline(x= cleaned_df.iloc[split_index,0], linestyle = '--', color = 'k')\n", "ax.text(1994,31,'Validation Period')\n", "ax.text(2001,31,'Calibration Period')\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "0792f5e0-58af-450b-bdd6-d21c963c1443", "metadata": {}, "source": [ "Since the signal-to-noise (uncertainty) ratio for this particular example is large, the traces are close to each other and closely match the observed sea surface temperature evolution, including for the validation period. \n", "\n", "Let's now apply this same calibration to another coral record from the same lcoation (Dry Tortugas) generated by [Delong et al. (2014)](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2013PA002524). The data for this record is available in the [LiPD format](https://lipd.net) on the [LiPDverse website](https://lipdverse.org/lipdverse/current_version/Ocn-DryTortugas.DeLong.2014.html) as part of the [PAGES2k compilation](https://www.nature.com/articles/sdata201788#citeas).\n", "\n", "The file is provided within the GitHub repository and we will open it with the [PyLiPD package](https://pylipd.readthedocs.io/en/latest/)." ] }, { "cell_type": "code", "execution_count": 17, "id": "228f2ed0-408f-43aa-8a65-c04d2c771aa9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading 1 LiPD files\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████████████████████████████████████████| 1/1 [00:00<00:00, 28.10it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Loaded..\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "D = LiPD()\n", "\n", "data_path = './data/Ocn-DryTortugas.DeLong.2014.lpd'\n", "D.load(data_path)" ] }, { "cell_type": "markdown", "id": "c86a4bce-a71e-4a69-a145-aa052204cb2e", "metadata": {}, "source": [ "Let's extract the timeseries available in this dataset:" ] }, { "cell_type": "code", "execution_count": 18, "id": "a9715074-ea8a-4ae4-973d-556238a1212a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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dataSetNamearchiveTypegeo_meanLatgeo_meanLongeo_meanElevpaleoData_variableNamepaleoData_valuespaleoData_unitspaleoData_proxypaleoData_proxyGeneraltime_variableNametime_valuestime_unitsdepth_variableNamedepth_valuesdepth_units
0Ocn-DryTortugas.DeLong.2014Coral24.6-82.3-4.0Sr_Ca[8.7956423285, 8.83055918875, 8.88449857625, 8...mmol/molSr/CaNoneyear[2008.625, 2008.54166666667, 2008.45833333333,...yr ADNoneNoneNone
\n", "
" ], "text/plain": [ " dataSetName archiveType geo_meanLat geo_meanLon \\\n", "0 Ocn-DryTortugas.DeLong.2014 Coral 24.6 -82.3 \n", "\n", " geo_meanElev paleoData_variableName \\\n", "0 -4.0 Sr_Ca \n", "\n", " paleoData_values paleoData_units \\\n", "0 [8.7956423285, 8.83055918875, 8.88449857625, 8... mmol/mol \n", "\n", " paleoData_proxy paleoData_proxyGeneral time_variableName \\\n", "0 Sr/Ca None year \n", "\n", " time_values time_units \\\n", "0 [2008.625, 2008.54166666667, 2008.45833333333,... yr AD \n", "\n", " depth_variableName depth_values depth_units \n", "0 None None None " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = D.get_timeseries_essentials(D.get_all_dataset_names()[0])\n", "df.head()" ] }, { "cell_type": "markdown", "id": "f74f9210-a6ea-481e-bf17-ac6fc569e8ba", "metadata": {}, "source": [ "Let's calibrate the Sr/Ca record:" ] }, { "cell_type": "code", "execution_count": 19, "id": "dad6262f-30fc-4c3c-b67f-3c4edb526826", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sst = (xr.DataArray(df['paleoData_values'].iloc[0]) - idata.posterior[\"Intercept\"])/idata.posterior[\"Slope\"]\n", "\n", "#create a Pyleoclim EnsembleSeries Object from the first chain\n", "sst_list = []\n", "for i in range(3000):\n", " ts =pyleo.Series(time=df['time_values'].iloc[0], value = sst[:,0,i].to_numpy(), time_name='Year', time_unit='CE', value_name = 'Sea Surface Temperature', value_unit = '$\\circ$C', verbose=False, label = 'Dry Tortugas')\n", " ser_list.append(ts)\n", "\n", "ens = pyleo.EnsembleSeries(ser_list)\n", "fig,ax = ens.plot_traces(num_traces=5, figsize=(20,8))" ] }, { "cell_type": "markdown", "id": "fe3fb34d-4444-43ce-a383-7ad2aed61c2b", "metadata": {}, "source": [ "Since the traces are close to each other (high signal to noise ratio), let's zoom in on two years:" ] }, { "cell_type": "code", "execution_count": 20, "id": "52cc81c7-91ca-4bab-97ba-919e607f900d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ens_slice = ens.slice([1980,1984])\n", "\n", "fig,ax = ens_slice.plot_traces(num_traces=15)" ] }, { "cell_type": "markdown", "id": "6f320220-6a74-4229-9d7f-6a2e9f3b003e", "metadata": {}, "source": [ "You can observe slight differences in the temperature variability that is apparent at the trough and peaks. Further analyses (e.g., calculating temperature difference among time periods, establishing thresholds compared to a reference period, spectral and wavelet analyses) can be conducted on each member of the ensemble, proving more robust conclusions in relation to the uncertainty present in the record.\n", "\n", "As an example, let's run spectral analysis on the ensemble. For pre-processing, we will interpolate the timeseries using [linear interpolation](https://pyleoclim-util.readthedocs.io/en/latest/core/api.html#pyleoclim.core.series.Series.interp) to put it on an even grid and standardize it. We will use the [multi-taper method (MTM](https://pyleoclim-util.readthedocs.io/en/latest/core/api.html#pyleoclim.core.series.Series.spectral) to compute the periodogram." ] }, { "cell_type": "code", "execution_count": 24, "id": "28309bea-11c9-453c-a679-28692bab7569", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Performing spectral analysis on individual series: 100%|█| 6000/6000 [00:05<00:0\n" ] } ], "source": [ "psd_ens = ens.interp().standardize().spectral(method='mtm')" ] }, { "cell_type": "markdown", "id": "48c5c176-9515-4b8d-9794-9ce3a4978927", "metadata": {}, "source": [ "We can plot the results as an envelope:" ] }, { "cell_type": "code", "execution_count": 25, "id": "369903f1-0549-4d25-825e-bd0b2c280f5e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_ens.plot_envelope()" ] }, { "cell_type": "markdown", "id": "a808f9c1-4fab-4dec-99e4-7552016bd041", "metadata": {}, "source": [ "The only peak corresponds to the annual cycle." ] }, { "cell_type": "markdown", "id": "ff206a01-6f89-4a06-9c1b-f65afcfc981b", "metadata": {}, "source": [ "### Bayesian pitfall: encoding priors\n", "\n", "In a Bayesian framework, a prior is established and then refined as new evidence (i.e., data points) is incorporated, resulting in the posterior distribution. As a result, when evidence is sparse, the prior has a greater influence on the final estimates. Additionally, if the prior is overly specific, it can bias the final outcome towards that prior, even when new evidence is introduced.\n", "\n", "Let's have a look at what happened when less data become available by randomly sampling 100%, 60%, 40%, 20% and 10% of the available data and when the prior is overly specific. For this example, we will set the prior from [Maupin et al. (2008)](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2008GC002106):\n", "\n", "1. Slope - Gaussian Prior - mean = -0.039 , standard deviation = 0.005\n", "2. Intercept - Gaussian Prior - mean = 10.008 , standard deviation = 0.13\n", "\n", "The equation was derived from coral heads of *Siderastrea sidera* from the same Dry Tortugas location, which makes it an ideal starting point for the prior. We will compare the results of the Bayesian calibration with that of its frequentist counterpart." ] }, { "cell_type": "code", "execution_count": 32, "id": "ceffc280-19cf-444f-ae67-ae72e5e8aec3", "metadata": {}, "outputs": [], "source": [ "# Re-open the calibration dataset as it has been overwrritten in the previous cell\n", "\n", "url = 'https://www.ncei.noaa.gov/pub/data/paleo/coral/atlantic/tortugas2011.xls'\n", "df = pd.read_excel(url, sheet_name=1,header=[2])\n", "\n", "# grab the needed data without NaNs\n", "\n", "cleaned_df = df.dropna(subset=['Mean Sr/Ca (mmol/mol)','Sand Key SST (ºC)']) #Remove NaNs\n", "\n", "y = cleaned_df.iloc[:,1]\n", "x = cleaned_df.iloc[:,12]\n", "\n", "df_calib = pd.DataFrame({'sst':x,'SrCa':y})\n", "\n", "# Set up the number of points for each experiment\n", "stats = ['Frequentist','Bayesian']\n", "opt = [1,0.6,0.4,0.2,0.1,0.05]\n", "\n", "# Create empty lists to save the outcome\n", " # Frequentist\n", "slope = []\n", "intercept = []\n", "slope_u = []\n", "intercept_u = []\n", " #Bayesian\n", "slope_b = []\n", "intercept_b = []\n", "slope_b_u = []\n", "intercept_b_u = [] " ] }, { "cell_type": "code", "execution_count": 33, "id": "1a1ff815-0387-4592-9ec2-490f510697f2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [Slope, Intercept, sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "51c7244d73bd41a4aedb53521ed312b1", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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      "NUTS: [Slope, Intercept, sigma]\n"
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      "Initializing NUTS using jitter+adapt_diag...\n",
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      "NUTS: [Slope, Intercept, sigma]\n"
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      "Sampling 4 chains for 1_000 tune and 5_000 draw iterations (4_000 + 20_000 draws total) took 8 seconds.\n",
      "Auto-assigning NUTS sampler...\n",
      "Initializing NUTS using jitter+adapt_diag...\n",
      "Multiprocess sampling (4 chains in 4 jobs)\n",
      "NUTS: [Slope, Intercept, sigma]\n"
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      "Sampling 4 chains for 1_000 tune and 5_000 draw iterations (4_000 + 20_000 draws total) took 8 seconds.\n",
      "There were 1 divergences after tuning. Increase `target_accept` or reparameterize.\n",
      "Auto-assigning NUTS sampler...\n",
      "Initializing NUTS using jitter+adapt_diag...\n",
      "Multiprocess sampling (4 chains in 4 jobs)\n",
      "NUTS: [Slope, Intercept, sigma]\n"
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      "Sampling 4 chains for 1_000 tune and 5_000 draw iterations (4_000 + 20_000 draws total) took 7 seconds.\n",
      "There were 751 divergences after tuning. Increase `target_accept` or reparameterize.\n",
      "The rhat statistic is larger than 1.01 for some parameters. This indicates problems during sampling. See https://arxiv.org/abs/1903.08008 for details\n",
      "Auto-assigning NUTS sampler...\n",
      "Initializing NUTS using jitter+adapt_diag...\n",
      "Multiprocess sampling (4 chains in 4 jobs)\n",
      "NUTS: [Slope, Intercept, sigma]\n"
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      "Sampling 4 chains for 1_000 tune and 5_000 draw iterations (4_000 + 20_000 draws total) took 9 seconds.\n",
      "There were 305 divergences after tuning. Increase `target_accept` or reparameterize.\n"
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   ],
   "source": [
    "# Loop through for the calculation\n",
    "\n",
    "for item in opt:\n",
    "    sampled_df = df_calib.sample(frac=item, random_state=1)\n",
    "    for stat in stats:\n",
    "        if stat == 'Frequentist':\n",
    "            X = sampled_df.iloc[:,0]\n",
    "            Y = sampled_df.iloc[:,1]\n",
    "            X = sm.add_constant(X)\n",
    "            ols = sm.OLS(Y,X)\n",
    "            results = ols.fit()\n",
    "            #get the parameters\n",
    "            i, s = results.params\n",
    "            #get the standard error\n",
    "            i_se, s_se = results.bse\n",
    "            # save to the lists\n",
    "            slope.append(s)\n",
    "            intercept.append(i)\n",
    "            slope_u.append(s_se)\n",
    "            intercept_u.append(i_se)\n",
    "        elif stat == 'Bayesian':\n",
    "            y = sampled_df.iloc[:,1]\n",
    "            x = sampled_df.iloc[:,0]\n",
    "            with Model() as model:\n",
    "    \n",
    "                # Prior is a uniform distribution over the -1 to 0 interval for the slope and 0 to 50 for intercept\n",
    "                slope_p = Normal('Slope',-0.05, sigma=0.015)\n",
    "                intercept_p = Normal('Intercept',10, sigma=0.15)\n",
    "                sigma = HalfCauchy(\"sigma\", beta=10)\n",
    "    \n",
    "                #Define the likelihood \n",
    "                likelihood = Normal(\"y\", mu=intercept_p + slope_p * x, sigma=sigma, observed=y)\n",
    "                #inference with 5000 samples, tuning on the first 1000 with 4 chains   \n",
    "                idata = sample(draws=5000, chains = 4, tune = 1000)\n",
    "                # save to the lists\n",
    "                slope_b.append(idata.posterior['Slope'].mean().item())\n",
    "                intercept_b.append(idata.posterior['Intercept'].mean().item())\n",
    "                slope_b_u.append(idata.posterior['Slope'].std().item())\n",
    "                intercept_b_u.append(idata.posterior['Intercept'].std().item())\n",
    "        else:\n",
    "            raise ValueError('Not an appropriate statistical method')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "41339129-3f06-4a2c-8ea0-18ebff710eec",
   "metadata": {},
   "source": [
    "Notice that the model has a hard time to converge (as seen in the number of divergences) as the number of samples diminishes, suggesting that the priors may be too specific. This should be your first clue to change the priors. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "2a20c8fb-3863-482d-bcee-875595d7bb09",
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "\n",
    "# Calculate the number of observations in each trial\n",
    "obs = [math.ceil(i*df_calib.shape[0]) for i in opt]\n",
    "\n",
    "# Create a list of string that gives the value of the coefficient and associated error \n",
    "freq_slope = [f\"{s:.3f} +/- {u:.3f}\" for s, u in zip(slope, slope_u)]\n",
    "freq_intercept = [f\"{s:.3f} +/- {u:.3f}\" for s, u in zip(intercept, intercept_u)]\n",
    "bay_slope = [f\"{s:.3f} +/- {u:.3f}\" for s, u in zip(slope_b, slope_b_u)]\n",
    "bay_intercept = [f\"{s:.3f} +/- {u:.3f}\" for s, u in zip(intercept_b, intercept_b_u)]\n",
    "\n",
    "# Make a dataframe to use with great tables\n",
    "\n",
    "df_res = pd.DataFrame({'Number of points':obs,\n",
    "                       'fs': freq_slope,\n",
    "                       'fi': freq_intercept,\n",
    "                       'bs': bay_slope,\n",
    "                       'bi': bay_intercept,\n",
    "                      })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "02bae066-12ea-46ff-be68-fa1a58da4459",
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Calibration of Siderastrea sidera Sr/Ca to SST, frequentist vs Bayesian approach
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17-0.048 +/- 0.00310.240 +/- 0.069-0.046 +/- 0.00310.195 +/- 0.070
9-0.044 +/- 0.00310.110 +/- 0.077-0.043 +/- 0.00310.086 +/- 0.079
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"metadata": {}, "output_type": "execute_result" } ], "source": [ "gt_tbl_wls = (GT(df_res)\n", " .tab_spanner(label=md(\"Frequentist Approach\"), columns=[\"fs\", \"fi\"]) \n", " .tab_spanner(label=md(\"Bayesian Approach\"), columns=[\"bs\", \"bi\"])\n", " .cols_label(fs=\"Slope\", fi=\"Intercept\", bs=\"Slope\", bi=\"Intercept\") \n", " .tab_header(title=html('Calibration of Siderastrea sidera Sr/Ca to SST, frequentist vs Bayesian approach'))\n", " .tab_options(column_labels_background_color=\"darkgrey\",source_notes_background_color=\"OldLace\")\n", " ) \n", "gt_tbl_wls" ] }, { "cell_type": "markdown", "id": "21e721d9-cbb5-4290-9e62-2cef7bb885a4", "metadata": {}, "source": [ "The Bayesian and frequentist approaches give very similar results despite the divergences. As the number of samples decreases, the Bayesian approach stays slightly closer to the prior values. " ] }, { "cell_type": "markdown", "id": "38c44490-ab4b-48f4-a657-fed483191699", "metadata": {}, "source": [ "## References\n", "\n", "DeLong, K.L., J.A. Flannery, C.R. Maupin, R.Z. Poore, and T.M. Quinn. 2011. A coral Sr/Ca calibration and replication study of two massive corals from the Gulf of Mexico. Palaeogeography, Palaeoclimatology, Palaeoecology, 307(1-4), 117-128. doi: 10.1016/j.palaeo.2011.05.005\n", "\n", "DeLong, K. L., J. A. Flannery, R. Z. Poore, T. M. Quinn, C. R. Maupin, K. Lin, and C.-C. Shen (2014), A reconstruction of sea surface temperature variability in the southeastern Gulf of Mexico from 1734 to 2008 C.E. using cross-dated Sr/Ca records from the coral Siderastrea siderea, Paleoceanography, 29, 403–422, doi:10.1002/2013PA002524.\n", "\n", "Khider, D., C. S. Jackson, and L. D. Stott (2014), Assessing millennial-scale variability during the Holocene: A perspective from the western tropical Pacific, Paleoceanography, 29, 143–159, doi:10.1002/2013PA002534.\n", "\n", "Maupin, C. R., T. M. Quinn, and R. B. Halley (2008), Extracting a climate signal from the skeletal geochemistry of the Caribbean coral Siderastrea siderea, Geochem. Geophys. Geosyst., 9, Q12012, doi:10.1029/2008GC002106.\n", "\n", "PAGES2k Consortium. A global multiproxy database for temperature reconstructions of the Common Era. Sci Data 4, 170088 (2017). https://doi.org/10.1038/sdata.2017.88" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.10" } }, "nbformat": 4, "nbformat_minor": 5 }