diff --git a/.github/workflows/draft-pdf.yml b/.github/workflows/draft-pdf.yml
new file mode 100644
index 00000000..2cda6dd3
--- /dev/null
+++ b/.github/workflows/draft-pdf.yml
@@ -0,0 +1,18 @@
+on: [push]
+jobs:
+  paper:
+    runs-on: ubuntu-latest
+    name: Paper Draft
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Build draft PDF
+        uses: openjournals/openjournals-draft-action@master
+        with:
+          journal: joss
+          paper-path: paper.md
+      - name: Upload
+        uses: actions/upload-artifact@v4
+        with:
+          name: paper
+          path: paper.pdf
diff --git a/fig1.png b/fig1.png
new file mode 100644
index 00000000..2b257239
Binary files /dev/null and b/fig1.png differ
diff --git a/fig2.png b/fig2.png
new file mode 100644
index 00000000..f557b6c1
Binary files /dev/null and b/fig2.png differ
diff --git a/package-lock.json b/package-lock.json
index 5a0bb9a3..9ea11cdc 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -16,21 +16,24 @@
         "react-leaflet-cluster": "^3.1.0"
       },
       "devDependencies": {
-        "@testing-library/dom": "^10.4.1",
-        "@testing-library/jest-dom": "^6.9.1",
-        "@testing-library/react": "^16.3.2",
-        "@types/jest": "^30.0.0",
-        "@types/leaflet": "^1.9.21",
+        "@tailwindcss/postcss": "^4.2.2",
+        "@testing-library/dom": "^10.4.0",
+        "@testing-library/jest-dom": "^6.6.3",
+        "@testing-library/react": "^16.3.0",
+        "@types/jest": "^29.5.14",
+        "@types/leaflet": "^1.9.18",
         "@types/node": "24.3.3",
         "@types/react": "19.1.13",
         "@typescript-eslint/eslint-plugin": "^8.39.1",
         "@typescript-eslint/parser": "^8.39.1",
+        "autoprefixer": "^10.4.27",
         "eslint": "^8.57.1",
         "eslint-config-next": "^15.4.6",
-        "jest": "^30.3.0",
-        "jest-environment-jsdom": "^30.3.0",
+        "jest": "^29.7.0",
+        "jest-environment-jsdom": "^29.7.0",
         "prettier": "^3.6.2",
-        "ts-jest": "^29.4.6",
+        "ts-jest": "^29.4.0",
+        "ts-node": "^10.9.2",
         "typescript": "^5.9.2"
       }
     },
@@ -41,27 +44,19 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/@asamuzakjp/css-color": {
-      "version": "3.2.0",
-      "resolved": "https://registry.npmjs.org/@asamuzakjp/css-color/-/css-color-3.2.0.tgz",
-      "integrity": "sha512-K1A6z8tS3XsmCMM86xoWdn7Fkdn9m6RSVtocUrJYIwZnFVkng/PvkEoWtOWmP+Scc6saYWHWZYbndEEXxl24jw==",
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
       "dev": true,
       "license": "MIT",
-      "dependencies": {
-        "@csstools/css-calc": "^2.1.3",
-        "@csstools/css-color-parser": "^3.0.9",
-        "@csstools/css-parser-algorithms": "^3.0.4",
-        "@csstools/css-tokenizer": "^3.0.3",
-        "lru-cache": "^10.4.3"
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/@asamuzakjp/css-color/node_modules/lru-cache": {
-      "version": "10.4.3",
-      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-10.4.3.tgz",
-      "integrity": "sha512-JNAzZcXrCt42VGLuYz0zfAzDfAvJWW6AfYlDBQyDV5DClI2m5sAmK+OIO7s59XfsRsWHp02jAJrRadPRGTt6SQ==",
-      "dev": true,
-      "license": "ISC"
-    },
     "node_modules/@babel/code-frame": {
       "version": "7.29.0",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz",
@@ -601,119 +596,28 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/@csstools/color-helpers": {
-      "version": "5.1.0",
-      "resolved": "https://registry.npmjs.org/@csstools/color-helpers/-/color-helpers-5.1.0.tgz",
-      "integrity": "sha512-S11EXWJyy0Mz5SYvRmY8nJYTFFd1LCNV+7cXyAgQtOOuzb4EsgfqDufL+9esx72/eLhsRdGZwaldu/h+E4t4BA==",
-      "dev": true,
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/csstools"
-        },
-        {
-          "type": "opencollective",
-          "url": "https://opencollective.com/csstools"
-        }
-      ],
-      "license": "MIT-0",
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/@csstools/css-calc": {
-      "version": "2.1.4",
-      "resolved": "https://registry.npmjs.org/@csstools/css-calc/-/css-calc-2.1.4.tgz",
-      "integrity": "sha512-3N8oaj+0juUw/1H3YwmDDJXCgTB1gKU6Hc/bB502u9zR0q2vd786XJH9QfrKIEgFlZmhZiq6epXl4rHqhzsIgQ==",
-      "dev": true,
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/csstools"
-        },
-        {
-          "type": "opencollective",
-          "url": "https://opencollective.com/csstools"
-        }
-      ],
-      "license": "MIT",
-      "engines": {
-        "node": ">=18"
-      },
-      "peerDependencies": {
-        "@csstools/css-parser-algorithms": "^3.0.5",
-        "@csstools/css-tokenizer": "^3.0.4"
-      }
-    },
-    "node_modules/@csstools/css-color-parser": {
-      "version": "3.1.0",
-      "resolved": "https://registry.npmjs.org/@csstools/css-color-parser/-/css-color-parser-3.1.0.tgz",
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+    "node_modules/@cspotcode/source-map-support": {
+      "version": "0.8.1",
+      "resolved": "https://registry.npmjs.org/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz",
+      "integrity": "sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==",
       "dev": true,
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/csstools"
-        },
-        {
-          "type": "opencollective",
-          "url": "https://opencollective.com/csstools"
-        }
-      ],
       "license": "MIT",
       "dependencies": {
-        "@csstools/color-helpers": "^5.1.0",
-        "@csstools/css-calc": "^2.1.4"
-      },
-      "engines": {
-        "node": ">=18"
+        "@jridgewell/trace-mapping": "0.3.9"
       },
-      "peerDependencies": {
-        "@csstools/css-parser-algorithms": "^3.0.5",
-        "@csstools/css-tokenizer": "^3.0.4"
-      }
-    },
-    "node_modules/@csstools/css-parser-algorithms": {
-      "version": "3.0.5",
-      "resolved": "https://registry.npmjs.org/@csstools/css-parser-algorithms/-/css-parser-algorithms-3.0.5.tgz",
-      "integrity": "sha512-DaDeUkXZKjdGhgYaHNJTV9pV7Y9B3b644jCLs9Upc3VeNGg6LWARAT6O+Q+/COo+2gg/bM5rhpMAtf70WqfBdQ==",
-      "dev": true,
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/csstools"
-        },
-        {
-          "type": "opencollective",
-          "url": "https://opencollective.com/csstools"
-        }
-      ],
-      "license": "MIT",
       "engines": {
-        "node": ">=18"
-      },
-      "peerDependencies": {
-        "@csstools/css-tokenizer": "^3.0.4"
+        "node": ">=12"
       }
     },
-    "node_modules/@csstools/css-tokenizer": {
-      "version": "3.0.4",
-      "resolved": "https://registry.npmjs.org/@csstools/css-tokenizer/-/css-tokenizer-3.0.4.tgz",
-      "integrity": "sha512-Vd/9EVDiu6PPJt9yAh6roZP6El1xHrdvIVGjyBsHR0RYwNHgL7FJPyIIW4fANJNG6FtyZfvlRPpFI4ZM/lubvw==",
+    "node_modules/@cspotcode/source-map-support/node_modules/@jridgewell/trace-mapping": {
+      "version": "0.3.9",
+      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.9.tgz",
+      "integrity": "sha512-3Belt6tdc8bPgAtbcmdtNJlirVoTmEb5e2gC94PnkwEW9jI6CAHUeoG85tjWP5WquqfavoMtMwiG4P926ZKKuQ==",
       "dev": true,
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/csstools"
-        },
-        {
-          "type": "opencollective",
-          "url": "https://opencollective.com/csstools"
-        }
-      ],
       "license": "MIT",
-      "engines": {
-        "node": ">=18"
+      "dependencies": {
+        "@jridgewell/resolve-uri": "^3.0.3",
+        "@jridgewell/sourcemap-codec": "^1.4.10"
       }
     },
     "node_modules/@emnapi/core": {
@@ -1388,102 +1292,6 @@
         "url": "https://opencollective.com/libvips"
       }
     },
-    "node_modules/@isaacs/cliui": {
-      "version": "8.0.2",
-      "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
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-      "dev": true,
-      "license": "ISC",
-      "dependencies": {
-        "string-width": "^5.1.2",
-        "string-width-cjs": "npm:string-width@^4.2.0",
-        "strip-ansi": "^7.0.1",
-        "strip-ansi-cjs": "npm:strip-ansi@^6.0.1",
-        "wrap-ansi": "^8.1.0",
-        "wrap-ansi-cjs": "npm:wrap-ansi@^7.0.0"
-      },
-      "engines": {
-        "node": ">=12"
-      }
-    },
-    "node_modules/@isaacs/cliui/node_modules/ansi-regex": {
-      "version": "6.2.2",
-      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.2.2.tgz",
-      "integrity": "sha512-Bq3SmSpyFHaWjPk8If9yc6svM8c56dB5BAtW4Qbw5jHTwwXXcTLoRMkpDJp6VL0XzlWaCHTXrkFURMYmD0sLqg==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-regex?sponsor=1"
-      }
-    },
-    "node_modules/@isaacs/cliui/node_modules/ansi-styles": {
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-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.3.tgz",
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-      "dev": true,
-      "license": "MIT",
-      "engines": {
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-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
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-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
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-        "emoji-regex": "^9.2.2",
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-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
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-      },
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-      },
-      "funding": {
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-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz",
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-      "dev": true,
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     "node_modules/@istanbuljs/load-nyc-config": {
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@@ -1602,60 +1410,61 @@
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+      "version": "29.7.0",
+      "resolved": "https://registry.npmjs.org/@jest/console/-/console-29.7.0.tgz",
+      "integrity": "sha512-5Ni4CU7XHQi32IJ398EEP4RrB8eV09sXP2ROqD4bksHrnTree52PsxvX8tpL8LvTZ3pFzXyPbNQReSN41CAhOg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@jest/types": "30.3.0",
+        "@jest/types": "^29.6.3",
         "@types/node": "*",
-        "chalk": "^4.1.2",
-        "jest-message-util": "30.3.0",
-        "jest-util": "30.3.0",
+        "chalk": "^4.0.0",
+        "jest-message-util": "^29.7.0",
+        "jest-util": "^29.7.0",
         "slash": "^3.0.0"
       },
       "engines": {
-        "node": "^18.14.0 || ^20.0.0 || ^22.0.0 || >=24.0.0"
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
       }
     },
     "node_modules/@jest/core": {
-      "version": "30.3.0",
-      "resolved": "https://registry.npmjs.org/@jest/core/-/core-30.3.0.tgz",
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+      "version": "29.7.0",
+      "resolved": "https://registry.npmjs.org/@jest/core/-/core-29.7.0.tgz",
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-        "@jest/test-result": "30.3.0",
-        "@jest/transform": "30.3.0",
-        "@jest/types": "30.3.0",
+        "@jest/console": "^29.7.0",
+        "@jest/reporters": "^29.7.0",
+        "@jest/test-result": "^29.7.0",
+        "@jest/transform": "^29.7.0",
+        "@jest/types": "^29.6.3",
         "@types/node": "*",
-        "ansi-escapes": "^4.3.2",
-        "chalk": "^4.1.2",
-        "ci-info": "^4.2.0",
-        "exit-x": "^0.2.2",
-        "graceful-fs": "^4.2.11",
-        "jest-changed-files": "30.3.0",
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-        "jest-haste-map": "30.3.0",
-        "jest-message-util": "30.3.0",
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-        "jest-validate": "30.3.0",
-        "jest-watcher": "30.3.0",
-        "pretty-format": "30.3.0",
-        "slash": "^3.0.0"
+        "ansi-escapes": "^4.2.1",
+        "chalk": "^4.0.0",
+        "ci-info": "^3.2.0",
+        "exit": "^0.1.2",
+        "graceful-fs": "^4.2.9",
+        "jest-changed-files": "^29.7.0",
+        "jest-config": "^29.7.0",
+        "jest-haste-map": "^29.7.0",
+        "jest-message-util": "^29.7.0",
+        "jest-regex-util": "^29.6.3",
+        "jest-resolve": "^29.7.0",
+        "jest-resolve-dependencies": "^29.7.0",
+        "jest-runner": "^29.7.0",
+        "jest-runtime": "^29.7.0",
+        "jest-snapshot": "^29.7.0",
+        "jest-util": "^29.7.0",
+        "jest-validate": "^29.7.0",
+        "jest-watcher": "^29.7.0",
+        "micromatch": "^4.0.4",
+        "pretty-format": "^29.7.0",
+        "slash": "^3.0.0",
+        "strip-ansi": "^6.0.0"
       },
       "engines": {
-        "node": "^18.14.0 || ^20.0.0 || ^22.0.0 || >=24.0.0"
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
       },
       "peerDependencies": {
         "node-notifier": "^8.0.1 || ^9.0.0 || ^10.0.0"
@@ -1680,18 +1489,18 @@
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+      "version": "29.7.0",
+      "resolved": "https://registry.npmjs.org/pretty-format/-/pretty-format-29.7.0.tgz",
+      "integrity": "sha512-Pdlw/oPxN+aXdmM9R00JVC9WVFoCLTKJvDVLgmJ+qAffBMxsV85l/Lu7sNx4zSzPyoL2euImuEwHhOXdEgNFZQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@jest/schemas": "30.0.5",
-        "ansi-styles": "^5.2.0",
-        "react-is": "^18.3.1"
+        "@jest/schemas": "^29.6.3",
+        "ansi-styles": "^5.0.0",
+        "react-is": "^18.0.0"
       },
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-        "node": "^18.14.0 || ^20.0.0 || ^22.0.0 || >=24.0.0"
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
       }
     },
     "node_modules/@jest/core/node_modules/react-is": {
@@ -1701,178 +1510,117 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/@jest/diff-sequences": {
-      "version": "30.3.0",
-      "resolved": "https://registry.npmjs.org/@jest/diff-sequences/-/diff-sequences-30.3.0.tgz",
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-      "dev": true,
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       "dev": true,
       "license": "MIT",
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       "license": "MIT",
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+        "tr46": "^3.0.0",
         "webidl-conversions": "^7.0.0"
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+        "node": ">=12"
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@@ -10493,25 +10940,6 @@
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       "dev": true,
       "license": "ISC",
       "dependencies": {
         "imurmurhash": "^0.1.4",
-        "signal-exit": "^4.0.1"
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-        "node": "^14.17.0 || ^16.13.0 || >=18.0.0"
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-      "engines": {
-        "node": ">=14"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/isaacs"
+        "node": "^12.13.0 || ^14.15.0 || >=16.0.0"
       }
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@@ -10569,13 +10984,13 @@
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       "dev": true,
       "license": "Apache-2.0",
       "engines": {
-        "node": ">=18"
+        "node": ">=12"
       }
     },
     "node_modules/xmlchars": {
@@ -10631,6 +11046,16 @@
         "node": ">=12"
       }
     },
+    "node_modules/yn": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
diff --git a/package.json b/package.json
index 1f881f56..0457d7f4 100644
--- a/package.json
+++ b/package.json
@@ -7,12 +7,8 @@
     "build": "next build",
     "start": "next start",
     "lint": "next lint",
-<<<<<<< Updated upstream
-},
-=======
     "test": "./node_modules/.bin/jest"
   },
->>>>>>> Stashed changes
   "dependencies": {
     "leaflet": "^1.9.4",
     "next": "^15.5.3",
@@ -22,21 +18,24 @@
     "react-leaflet-cluster": "^3.1.0"
   },
   "devDependencies": {
-    "@testing-library/dom": "^10.4.1",
-    "@testing-library/jest-dom": "^6.9.1",
-    "@testing-library/react": "^16.3.2",
-    "@types/jest": "^30.0.0",
-    "@types/leaflet": "^1.9.21",
+    "@tailwindcss/postcss": "^4.2.2",
+    "@testing-library/dom": "^10.4.0",
+    "@testing-library/jest-dom": "^6.6.3",
+    "@testing-library/react": "^16.3.0",
+    "@types/jest": "^29.5.14",
+    "@types/leaflet": "^1.9.18",
     "@types/node": "24.3.3",
     "@types/react": "19.1.13",
     "@typescript-eslint/eslint-plugin": "^8.39.1",
     "@typescript-eslint/parser": "^8.39.1",
+    "autoprefixer": "^10.4.27",
     "eslint": "^8.57.1",
     "eslint-config-next": "^15.4.6",
-    "jest": "^30.3.0",
-    "jest-environment-jsdom": "^30.3.0",
+    "jest": "^29.7.0",
+    "jest-environment-jsdom": "^29.7.0",
     "prettier": "^3.6.2",
-    "ts-jest": "^29.4.6",
+    "ts-jest": "^29.4.0",
+    "ts-node": "^10.9.2",
     "typescript": "^5.9.2"
   }
 }
diff --git a/paper.bib b/paper.bib
new file mode 100644
index 00000000..6173eabb
--- /dev/null
+++ b/paper.bib
@@ -0,0 +1,74 @@
+@article{Hadfield2018,
+  author   = {Hadfield, James and Megill, Colin and Bell, Sidney M. and
+              Huddleston, John and Potter, Barney and Callender, Charlton and
+              Sagulenko, Pavel and Bedford, Trevor and Neher, Richard A.},
+  title    = {Nextstrain: real-time tracking of pathogen evolution},
+  journal  = {Bioinformatics},
+  year     = {2018},
+  volume   = {34},
+  number   = {23},
+  pages    = {4121--4123},
+  doi      = {10.1093/bioinformatics/bty407},
+  pmid     = {29790939},
+  pmcid    = {PMC6247931}
+}
+
+@article{Argimon2016,
+  author   = {Argim{\'o}n, Silvia and Abudahab, Khalil and Goater, Richard J. E. and
+              Fedosejev, Artemij and Bhai, Jyothish and Glasner, Corinna and
+              Feil, Edward J. and Holden, Matthew T. G. and Yeats, Corin A. and
+              Grundmann, Hajo and Spratt, Brian G. and Aanensen, David M.},
+  title    = {Microreact: visualizing and sharing data for genomic epidemiology
+              and phylogeography},
+  journal  = {Microbial Genomics},
+  year     = {2016},
+  volume   = {2},
+  number   = {11},
+  pages    = {e000093},
+  doi      = {10.1099/mgen.0.000093},
+  pmid     = {28348833},
+  pmcid    = {PMC5320705}
+}
+
+@article{Shu2017,
+  author   = {Shu, Yuelong and McCauley, John},
+  title    = {{GISAID}: Global initiative on sharing all influenza data --
+              from vision to reality},
+  journal  = {Euro Surveillance},
+  year     = {2017},
+  volume   = {22},
+  number   = {13},
+  pages    = {30494},
+  doi      = {10.2807/1560-7917.ES.2017.22.13.30494},
+  pmid     = {28382917},
+  pmcid    = {PMC5388101}
+}
+
+@article{Letunic2019,
+  author   = {Letunic, Ivica and Bork, Peer},
+  title    = {Interactive {Tree Of Life} ({iTOL}) v4: recent updates and new
+              developments},
+  journal  = {Nucleic Acids Research},
+  year     = {2019},
+  volume   = {47},
+  number   = {W1},
+  pages    = {W256--W259},
+  doi      = {10.1093/nar/gkz239},
+  pmid     = {30931475},
+  pmcid    = {PMC6602468}
+}
+
+@article{Nguyen2015,
+  author   = {Nguyen, Lam-Tung and Schmidt, Heiko A. and von Haeseler, Arndt
+              and Minh, Bui Quang},
+  title    = {{IQ-TREE}: a fast and effective stochastic algorithm for
+              estimating maximum-likelihood phylogenies},
+  journal  = {Molecular Biology and Evolution},
+  year     = {2015},
+  volume   = {32},
+  number   = {1},
+  pages    = {268--274},
+  doi      = {10.1093/molbev/msu300},
+  pmid     = {25371430},
+  pmcid    = {PMC4271533}
+}
diff --git a/paper.md b/paper.md
new file mode 100644
index 00000000..e42bd2d9
--- /dev/null
+++ b/paper.md
@@ -0,0 +1,171 @@
+---
+title: 'EvoMap: Interactive Geographic Visualization of Pathogen Outbreak Data'
+tags:
+  - pathogen surveillance
+  - geographic epidemiology
+  - outbreak visualization
+  - public health informatics
+  - TypeScript
+  - Next.js
+authors:
+  - name: John Adeyemo Adedeji
+    orcid: 0009-0004-1257-4551
+    affiliation: 1
+affiliations:
+  - name: Osun State University, Osogbo, Nigeria
+    index: 1
+date: 01 April 2026
+bibliography: paper.bib
+---
+
+# Summary
+
+EvoMap is an open-source web application for browser-native geographic visualization
+of pathogen outbreak data. Built on Next.js 15 and TypeScript, it renders interactive
+Leaflet-based maps with automatic marker clustering, supports search and filter
+operations across outbreak records, and runs without server-side infrastructure beyond
+standard static file hosting. The v0.1.0 release establishes the geographic
+surveillance interface and the application architecture on which phylogenetic tree
+visualization, data parsers, and external API integrations are being built. EvoMap
+targets researchers, public health practitioners, and educators who need accessible
+outbreak visualization without the installation overhead of desktop bioinformatics
+tools.
+
+# Statement of Need
+
+Pathogen genomic and epidemiological data is generated at scale across low- and
+middle-income countries, but the infrastructure to interpret it is unevenly
+distributed. Most phylogenetic and outbreak visualization workflows, including IQ-TREE
+[@Nguyen2015], BEAST, and the Nextstrain augur pipeline [@Hadfield2018], require local
+software installation, command-line literacy, and computational hardware unavailable to
+much of the global public health workforce. A district epidemiologist tracking an
+outbreak cluster in a resource-constrained setting needs to answer spatial questions
+about case concentration, spread, and geographic clustering without first configuring
+a pipeline to do it.
+
+Existing browser-based platforms address parts of this gap. Nextstrain [@Hadfield2018]
+combines phylogenetic inference with geographic visualization, but a custom Nextstrain
+workflow requires managing augur and auspice installations with meaningful compute
+overhead. Microreact [@Argimon2016] provides a polished linked tree-and-map viewer but
+requires pre-computed inputs and has no integration with public sequence repositories.
+iTOL [@Letunic2019] handles phylogenetic annotation well but was not built for spatial
+outbreak tracking. None of these platforms is designed for rapid deployment by teams
+without dedicated bioinformatics staff.
+
+EvoMap sits between these tools: a web-native geographic visualization layer that runs
+from a URL, requires no installation, and is built from the start to receive
+phylogenetic and API layers as the platform grows. At v0.1.0, EvoMap delivers the
+geographic map interface, the search and filter system, and the full application
+scaffold. This paper describes what is functional now, what is planned, and how the
+architecture supports that roadmap.
+
+# Implementation
+
+## Technology Stack
+
+EvoMap is implemented in TypeScript 5.9 using the Next.js 15 App Router. The
+production build outputs static assets deployable to any CDN or static host, including
+free-tier services like Vercel and Netlify, which matters for research groups without
+hosting budgets. TypeScript strict mode is enforced throughout to catch data ingestion
+errors early, since silent failures on malformed files erode user trust faster than
+almost any other class of bug.
+
+Geographic visualization runs on Leaflet 1.9.4 via react-leaflet 5 and
+react-leaflet-cluster 3.1. Leaflet was chosen over Mapbox GL because its default
+OpenStreetMap configuration requires no API token, removing a setup barrier that
+disproportionately affects users in institutions without managed developer accounts.
+Marker clustering via react-leaflet-cluster keeps dense outbreak datasets readable.
+TailwindCSS handles the responsive layout. The application starts with a standard
+`npm install && npm run dev` with no environment variables required for the core
+geographic interface.
+
+![EvoMap v0.1.0 geographic interface. The Leaflet map renders outbreak markers over an
+OpenStreetMap basemap with zoom and pan controls. Navigation provides access to the
+map, phylogenetic, search, and dashboard routes.](fig1.png)
+
+## Application Architecture
+
+The repository follows the Next.js App Router convention. Route segments under
+`src/app/` cover the geographic map, phylogenetic viewer (scaffolded), dashboard, and
+API routes. Supporting modules in `src/lib/` handle mock data and shared types.
+Custom React hooks in `src/hooks/` manage data fetching for outbreaks, pathogens,
+phylogenetic data, and search. The current structure is:
+
+```
+src/
+├── __tests__/
+│   └── outbreak-data.test.ts
+├── app/
+│   └── api/
+│       ├── outbreaks/
+│       ├── pathogens/
+│       ├── phylogenetic/
+│       ├── search/
+│       └── upload/
+├── components/
+│   ├── charts/
+│   │   └── Timeline.tsx
+│   ├── maps/
+│   │   └── GlobalMap.tsx
+│   └── upload/
+│       └── DataUpload.tsx
+├── data/
+│   └── mockApi.ts
+├── hooks/
+│   ├── useOutbreaks.ts
+│   ├── usePathogens.ts
+│   ├── usePhylogeneticData.ts
+│   └── useSearch.ts
+└── lib/
+    ├── data/
+    │   └── mockData.ts
+    ├── mongodb.ts
+    ├── store.ts
+    └── types.ts
+```
+
+The map, hooks, and data layers are functional in v0.1.0. The phylogenetic viewer,
+parsers, and API integrations are scaffolded for v0.2.0 and v1.0.0.
+
+## Current Functionality
+
+The following are implemented and verified in v0.1.0: an interactive Leaflet map with
+OpenStreetMap tiles, zoom and pan controls, and automatic marker clustering; a search
+and filter panel for querying the loaded outbreak dataset; a responsive layout that
+adapts from desktop to mobile without functional loss; a clean production build
+deployable via the included `vercel.json`; a Dockerfile and `nginx.conf` for
+containerised institutional deployment; and an MIT licence, `CONTRIBUTING.md` with
+Conventional Commits, `CODE_OF_CONDUCT.md`, and GitHub Actions CI.
+
+## Planned Functionality
+
+Phase 2 (v0.2.0) covers D3.js phylogenetic tree rendering with rectangular, radial,
+and circular layouts; client-side parsers for Newick, phyloXML, and FASTA; Zustand
+state management; SWR data fetching; and bidirectional selection linking between the
+tree and map panels.
+
+Phase 3 (v1.0.0) covers NCBI Entrez API integration for automated sequence retrieval,
+Nextstrain JSON endpoint support [@Hadfield2018], direct ingestion of GISAID-formatted
+datasets [@Shu2017], replacement of mock data with live repository feeds, SVG and CSV
+export, and Progressive Web App offline capability for field use.
+
+# Limitations
+
+Three limitations are worth stating plainly. The current map renders mock data only;
+EvoMap connects to no live data source at v0.1.0, and custom data ingestion requires
+manual modification of the mock data layer until the parsers planned for v0.2.0 land.
+The phylogenetic tree page exists as a navigable route but renders no content yet.
+The test suite covers coordinate validation and search logic but not component-level
+rendering; broader coverage is a Phase 2 priority.
+
+# Acknowledgements
+
+The author thanks the Nextstrain and Microreact development teams for the design
+precedents that shaped EvoMap's architecture, and the open-source communities behind
+Next.js, React, Leaflet, and D3.js. NCBI and WHO data resources underpin the planned
+real-data layer. Portions of the implementation were developed with Cursor, an
+AI-powered code editor, used for boilerplate scaffolding and iterative debugging. All
+research design, architectural decisions, and scientific framing were made by the
+author, who takes full responsibility for all code in the repository.
+
+# References