feat(landscape): HTTP API, worker consumer, wiring, docs

Adds the /landscape routes (slots, slot upload, runs, run detail, results),
mounts them in the router, wires the landscape repository, job publisher,
godal raster IO and Compute into the composition root, and registers the
gis-landscape-runner consumer in the worker.

Also fixes the Dockerfile so the image actually runs: godal's cgo needs g++,
and the runtime base must match the builder's Alpine release or libgdal's
soname does not resolve.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

README.md

@@ -19,6 +19,8 @@ internal/
   transport/http/        chi router, middleware, handlers
   storage/s3/            MinIO/S3 object storage
   messaging/rabbitmq/    connection, publisher, consumer
+  landscape/             Landscape Program graph, kernels, window executor
+  raster/                GDAL raster I/O (COG conversion + godal engine)
   platform/logger/       slog setup
 pkg/httputil/            generic JSON/validation HTTP helpers
 migrations/              embedded goose SQL migrations
@@ -126,6 +128,126 @@ which acts as the fallback style for every dataset in the group:
 otherwise falls back to its group's — 404 only when neither exists. Deleting a
 group also removes its stored SLD object.
 
+## Landscape Program (ЛП)
+
+The **Landscape Program** is a DAG of per-pixel raster computations that turns
+ecological value (Z), vulnerability (U) and sector suitability (P) class rasters
+into an ecological constraint (E), per-sector conflicts (C) and three functional
+zoning scenarios (V1–V3). Every input and output of every node is a *dataset
+group*; the leaf inputs are the **slots** users upload to, and every result is an
+ordinary `raster` dataset (COG + SLD) served by the existing dataset endpoints.
+
+The graph lives in Go (`internal/landscape/graph.go`); the groups and the
+`landscape` category are seeded by migration `00011_landscape.sql`. A node code
+`XY` reads as `X` = stage, `Y` = function within the stage: a stage starts only
+after every node of all lower stages finished, and nodes of one stage run
+concurrently.
+
+| Node | Name | Inputs (group codes) | Outputs (group codes) |
+|---|---|---|---|
+| 00 | z_integrated | `lp-z-biodiversity`, `lp-z-lcr`, `lp-z-soil-protection`, `lp-z-wr` | `lp-z-integrated` |
+| 01 | u_integrated | `lp-u-surf-water`, `lp-u-soil`, `lp-u-crop`, `lp-u-veg` | `lp-u-integrated` |
+| 02 | z_max | Z1..Z4 as above | `lp-z-max` |
+| 03 | u_max | U as above | `lp-u-max` |
+| 10 | e_ecological_constraint | `lp-z-integrated`, `lp-u-integrated` | `lp-e` |
+| 20 | c_conflicts | `lp-p-irrigation`, `lp-p-snow`, `lp-p-crop`, `lp-p-pasture`, `lp-p-tourism`, `lp-e` | `lp-c-irrigation`, `lp-c-snow`, `lp-c-crop`, `lp-c-pasture`, `lp-c-tourism` |
+| 21 | p_max | five P groups | `lp-p-max` |
+| 30 | func_zoning | `lp-e`, five C groups | `lp-v1-conservative`, `lp-v2-balanced`, `lp-v3-development` |
+| 31 | c_max | five C groups | `lp-c-max` |
+
+Sector order everywhere: 1 irrigation, 2 snow, 3 crop, 4 pasture, 5 tourism.
+
+### Pixel rules
+
+A pixel value is **valid** iff `1 <= v <= 5`; anything else (nodata included) is
+invalid. Output rasters are `int16` with nodata `-9999`. `classify(x)` maps a
+float32 score to a class: `<= 1.8 → 1`, `<= 2.6 → 2`, `<= 3.4 → 3`, `<= 4.2 → 4`,
+`<= 5.0 → 5` (and requires `x >= 1.0`).
+
+| Node | Valid domain (pixel) | Value |
+|---|---|---|
+| z_integrated | all four Z valid | `classify(0.25*Z1 + 0.25*Z2 + 0.25*Z3 + 0.25*Z4)` |
+| u_integrated | water ∧ soil ∧ (crop ∨ veg) | `classify(num/den)` with crop/veg contributing `0.25` each only when valid |
+| z_max / u_max | as above | `max` over the valid inputs |
+| e_ecological_constraint | Z ∧ U valid | `max(Z, U)` |
+| c_conflicts | `P_j` ∧ E valid | `min(P_j, E)` per sector |
+| p_max / c_max | at least one input valid | `max` over the valid ones |
+| func_zoning | E valid ∧ at least one `C_k` valid | winning sector + 1, else 1 |
+
+Functional zoning takes `S_k = C_k`. A sector is a candidate when `S_k` and `E`
+are valid and the scenario rule holds — V1: `E <= 2 && S >= v1_min_s_e12` or
+`E == 3 && S >= v1_min_s_e3`; V2: `E <= 2`, or `E == 3 && S >= v2_min_s_e3`, or
+`E == 4 && S >= v2_min_s_e4`; V3: `E <= 4`. With no candidate the pixel is class
+1 (regulated); otherwise the candidate with the greatest `S` wins, ties broken by
+`tie_priority`, and the class is `sector + 1` (2 irrigation, 3 snow, 4 crop,
+5 pasture, 6 tourism).
+
+Inputs are **not** resampled or reprojected: a node whose inputs do not share one
+grid (size, geotransform, CRS) fails with a clear message, and so does the run.
+
+### Uploading inputs, running, reading results
+
+```sh
+# 1. fill a slot (repeat per input group; see GET /landscape/slots for the codes)
+curl -X POST https://dssgis.dwh.kz/landscape/slots/lp-z-biodiversity \
+  -F file=@z_biodiversity.tif -F name="Z Biodiversity 2025" \
+  -F start_date=2025-01-01 -F end_date=2025-12-31
+
+# 2. queue a run (202); the worker executes the graph asynchronously
+curl -X POST https://dssgis.dwh.kz/landscape/runs \
+  -H 'Content-Type: application/json' -d '{"from_stage": 0}'
+
+# 3. follow it, then read the layers
+curl https://dssgis.dwh.kz/landscape/runs/<run-id>
+curl https://dssgis.dwh.kz/landscape/results
+```
+
+`GET /landscape/slots` lists every leaf slot with the dataset currently filling
+it (any status), so the UI can show what is still missing. The upload is the
+regular raster path: `.tif`/`.tiff` with a TIFF magic-byte check, stored in the
+slot's group under the `landscape` category, COG conversion enqueued.
+
+**Input resolution.** For each input group a node takes, in order: the run's
+`overrides[group]`, else whatever this run already produced for that group, else
+the freshest `ready` raster of the group (greatest `end_date`, NULLs last, newest
+`created_at` first). A missing input fails the node and the run.
+
+**Incremental recompute.** Each node is fingerprinted over its code, its resolved
+inputs and the params that actually affect it. Without `from_stage`, a node whose
+fingerprint matches an earlier `succeeded` node — with all of its output datasets
+still present and `ready` — is marked `skipped` and its outputs reused. With
+`from_stage: N`, every node of stage `N` and above is recomputed regardless;
+`from_stage: 0` recomputes everything. `overrides` pins a specific dataset
+(existing, `raster`, `ready`) for a group instead of resolving the freshest one.
+Run params: `window_size` (256..8192, default 2048), `tie_priority` (a
+permutation of 1..5, default `[1,2,3,4,5]`), `v1_min_s_e12`/`v1_min_s_e3`
+(defaults 3/4) and `v2_min_s_e3`/`v2_min_s_e4` (defaults 3/5).
+
+**Results.** Every output is a normal dataset in its group, named
+`<Output name> <run date>`, `automated = true`, with
+`meta = {lp_run_id, lp_node, inputs}` and the min/max period of its inputs.
+`GET /landscape/results` returns one entry per output group with its freshest
+`ready` dataset, a `cog_url` (`/datasets/{id}.cog`) and, when the group carries
+one, an `sld_url` (`/dataset-groups/{id}/sld`). A node failure fails its stage;
+later stages are not started and the run ends `failed` with the message. Jobs are
+nacked without requeue, so there is no automatic retry — start a new run.
+
+### Build requirements
+
+The raster math uses [godal](https://github.com/airbusgeo/godal), a **cgo**
+binding to GDAL, so the binary must be built with `CGO_ENABLED=1` against GDAL
+headers and libraries:
+
+```sh
+brew install gdal          # macOS; Linux: libgdal-dev / gdal-dev
+go build ./...             # cgo is on by default for a native build
+```
+
+`build/package/Dockerfile` already handles the image: the builder stage adds
+`gdal-dev gcc musl-dev pkgconfig` and builds with `CGO_ENABLED=1`, and the
+runtime stage installs `gdal` (the shared library godal needs) plus `gdal-tools`
+(`gdal_translate`/`gdalinfo` for the COG conversion).
+
 ## Getting started
 
 ```sh
@@ -172,6 +294,12 @@ server runs it is served at `/openapi.yaml`, with an interactive **Redoc** UI at
 | GET    | `/dataset-groups/{id}/latest` | freshest dataset of the group (`?status=`, `?file_type=`) |
 | POST   | `/dataset-groups/{id}/sld` | upload/replace the group's shared SLD |
 | GET    | `/dataset-groups/{id}/sld` | download the group's shared SLD      |
+| GET    | `/landscape/slots`         | ЛП input slots + the dataset filling each |
+| POST   | `/landscape/slots/{code}`  | upload a GeoTIFF into a slot (multipart: `file`, `name?`, `start_date?`, `end_date?`) |
+| GET    | `/landscape/runs`          | paginated runs, newest first (`?page=`, `?page_size=`) |
+| POST   | `/landscape/runs`          | queue a run (`from_stage?`, `overrides?`, `params?`); 202 |
+| GET    | `/landscape/runs/{id}`     | run with per-node status, inputs, outputs, timings |
+| GET    | `/landscape/results`       | per output group: latest layer, `cog_url`, `sld_url` |
 
 Example upload:
 

api/openapi.yaml

@@ -35,6 +35,9 @@ tags:
     description: Geo dataset upload, processing, and retrieval
   - name: Dataset Groups
     description: Groups of same-named datasets versioned by period
+  - name: Landscape
+    description: >-
+      Landscape Program (ЛП): raster inputs, graph runs, and computed results
 
 paths:
   /healthz:
@@ -750,6 +753,141 @@ paths:
         "400": { $ref: "#/components/responses/BadRequest" }
         "404": { $ref: "#/components/responses/NotFound" }
 
+  /landscape/slots:
+    get:
+      tags: [Landscape]
+      summary: List the Landscape Program input slots
+      description: |
+        Every leaf input group of the computation graph, in graph order, with
+        the dataset currently filling it (any status) or `null` when nothing
+        has been uploaded yet.
+      responses:
+        "200":
+          description: The input slots
+          content:
+            application/json:
+              schema:
+                type: array
+                items: { $ref: "#/components/schemas/LandscapeSlot" }
+
+  /landscape/slots/{code}:
+    parameters:
+      - name: code
+        in: path
+        required: true
+        description: Slot (dataset group) code, e.g. `lp-z-biodiversity`.
+        schema:
+          type: string
+    post:
+      tags: [Landscape]
+      summary: Upload a raster into an input slot
+      description: |
+        Multipart upload of a GeoTIFF (`.tif`/`.tiff`, TIFF magic bytes checked)
+        into the slot's dataset group under the `landscape` category. It goes
+        through the regular raster upload path, so the COG conversion is
+        enqueued as usual. An unknown slot code yields 404.
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              type: object
+              required: [file]
+              properties:
+                file:
+                  type: string
+                  format: binary
+                  description: The GeoTIFF to store in the slot.
+                name:
+                  type: string
+                  description: Dataset name; defaults to the uploaded file name.
+                start_date:
+                  type: string
+                  format: date
+                  description: Start of the period the raster describes.
+                end_date:
+                  type: string
+                  format: date
+                  description: >-
+                    End of the period (inclusive); drives the "freshest in
+                    group" rule used to resolve run inputs.
+      responses:
+        "201":
+          description: The created dataset
+          content:
+            application/json:
+              schema: { $ref: "#/components/schemas/Dataset" }
+        "400": { $ref: "#/components/responses/BadRequest" }
+        "404": { $ref: "#/components/responses/NotFound" }
+        "422": { $ref: "#/components/responses/ValidationError" }
+
+  /landscape/runs:
+    get:
+      tags: [Landscape]
+      summary: List Landscape Program runs (paginated, newest first)
+      parameters:
+        - $ref: "#/components/parameters/PageParam"
+        - $ref: "#/components/parameters/PageSizeParam"
+      responses:
+        "200":
+          description: A page of runs
+          content:
+            application/json:
+              schema: { $ref: "#/components/schemas/LandscapeRunPage" }
+        "400": { $ref: "#/components/responses/BadRequest" }
+    post:
+      tags: [Landscape]
+      summary: Queue a Landscape Program run
+      description: |
+        Validates the params and overrides, persists the run with one pending
+        node per graph node, and publishes the worker job. Returns 202: the
+        graph is executed asynchronously, poll `GET /landscape/runs/{id}`.
+      requestBody:
+        required: false
+        content:
+          application/json:
+            schema: { $ref: "#/components/schemas/LandscapeRunInput" }
+      responses:
+        "202":
+          description: Run queued
+          content:
+            application/json:
+              schema: { $ref: "#/components/schemas/LandscapeRun" }
+        "400": { $ref: "#/components/responses/BadRequest" }
+        "422": { $ref: "#/components/responses/ValidationError" }
+
+  /landscape/runs/{id}:
+    parameters:
+      - $ref: "#/components/parameters/IdParam"
+    get:
+      tags: [Landscape]
+      summary: Get a Landscape Program run with its nodes
+      responses:
+        "200":
+          description: The run
+          content:
+            application/json:
+              schema: { $ref: "#/components/schemas/LandscapeRun" }
+        "400": { $ref: "#/components/responses/BadRequest" }
+        "404": { $ref: "#/components/responses/NotFound" }
+
+  /landscape/results:
+    get:
+      tags: [Landscape]
+      summary: List the Landscape Program result layers
+      description: |
+        One entry per output group of the graph with its freshest `ready`
+        raster, the COG URL to render it, and the group's SLD URL when one has
+        been uploaded. `latest` is `null` while nothing has been computed.
+      responses:
+        "200":
+          description: The result layers
+          content:
+            application/json:
+              schema:
+                type: array
+                items: { $ref: "#/components/schemas/LandscapeResult" }
+
 components:
   parameters:
     IdParam:
@@ -1309,3 +1447,239 @@ components:
           type: integer
         total_pages:
           type: integer
+
+    LandscapeSlot:
+      type: object
+      description: A leaf input group of the Landscape Program graph.
+      required: [code, title, group_id, latest]
+      properties:
+        code:
+          type: string
+          description: Dataset group code, e.g. `lp-z-biodiversity`.
+        title:
+          type: string
+        group_id:
+          type: string
+          format: uuid
+        latest:
+          oneOf:
+            - $ref: "#/components/schemas/DatasetSummary"
+            - type: "null"
+          description: The freshest dataset of the slot's group, any status.
+
+    LandscapeParams:
+      type: object
+      description: |
+        Run-time knobs of the graph. Every field is optional; omitted fields
+        take the defaults shown below.
+      properties:
+        window_size:
+          type: integer
+          minimum: 256
+          maximum: 8192
+          default: 2048
+          description: Side of the square window the executor tiles rasters into.
+        tie_priority:
+          type: array
+          description: >-
+            Sector preference when several sectors tie in functional zoning; a
+            permutation of 1..5 (1 irrigation, 2 snow, 3 crop, 4 pasture,
+            5 tourism).
+          items:
+            type: integer
+            minimum: 1
+            maximum: 5
+          minItems: 5
+          maxItems: 5
+          default: [1, 2, 3, 4, 5]
+        v1_min_s_e12:
+          type: integer
+          minimum: 1
+          maximum: 5
+          default: 3
+          description: V1 minimum suitability where E <= 2.
+        v1_min_s_e3:
+          type: integer
+          minimum: 1
+          maximum: 5
+          default: 4
+          description: V1 minimum suitability where E == 3.
+        v2_min_s_e3:
+          type: integer
+          minimum: 1
+          maximum: 5
+          default: 3
+          description: V2 minimum suitability where E == 3.
+        v2_min_s_e4:
+          type: integer
+          minimum: 1
+          maximum: 5
+          default: 5
+          description: V2 minimum suitability where E == 4.
+
+    LandscapeRunInput:
+      type: object
+      description: Options of a new Landscape Program run. All fields optional.
+      properties:
+        from_stage:
+          type: [integer, "null"]
+          minimum: 0
+          maximum: 3
+          description: >-
+            Force recomputation from this stage on. Omitted (or null) reuses
+            every node whose inputs and params are unchanged; `0` recomputes
+            everything.
+        overrides:
+          type: object
+          description: >-
+            Pins a specific dataset for a group code instead of resolving the
+            freshest ready raster. The dataset must exist, be a raster, and be
+            `ready`.
+          additionalProperties:
+            type: string
+            format: uuid
+        params:
+          $ref: "#/components/schemas/LandscapeParams"
+      examples:
+        - from_stage: 0
+          overrides: { "lp-z-lcr": "3f7c1f5e-9a1a-4a54-8b2e-2d0f5c9d1a11" }
+          params: { window_size: 1024 }
+
+    LandscapeDatasetRef:
+      type: object
+      description: A dataset bound to one group slot of a node.
+      required: [group, dataset_id]
+      properties:
+        group:
+          type: string
+          description: Dataset group code.
+        dataset_id:
+          type: string
+          format: uuid
+
+    LandscapeRunNode:
+      type: object
+      description: Execution state of one graph node within a run.
+      required: [id, run_id, node_code, stage, status, fingerprint]
+      properties:
+        id:
+          type: string
+          format: uuid
+        run_id:
+          type: string
+          format: uuid
+        node_code:
+          type: string
+          description: "Node code `XY`: X = stage, Y = function within the stage."
+        stage:
+          type: integer
+        status:
+          type: string
+          enum: [pending, running, skipped, succeeded, failed]
+          description: >-
+            `skipped` means a previous run's identical result was reused.
+        fingerprint:
+          type: string
+          description: >-
+            sha256 over the node code, its resolved inputs and the
+            node-relevant params; equal fingerprints allow reuse.
+        inputs:
+          type: [array, "null"]
+          items:
+            $ref: "#/components/schemas/LandscapeDatasetRef"
+        outputs:
+          type: [array, "null"]
+          items:
+            $ref: "#/components/schemas/LandscapeDatasetRef"
+        error:
+          type: [string, "null"]
+        started_at:
+          type: [string, "null"]
+          format: date-time
+        finished_at:
+          type: [string, "null"]
+          format: date-time
+
+    LandscapeRun:
+      type: object
+      description: One execution of the Landscape Program graph.
+      required: [id, status, params, overrides, created_at]
+      properties:
+        id:
+          type: string
+          format: uuid
+        status:
+          type: string
+          enum: [queued, running, succeeded, failed]
+        from_stage:
+          type: [integer, "null"]
+        params:
+          $ref: "#/components/schemas/LandscapeParams"
+        overrides:
+          type: object
+          additionalProperties:
+            type: string
+            format: uuid
+        error:
+          type: [string, "null"]
+          description: Failure reason when status is `failed`.
+        created_at:
+          type: string
+          format: date-time
+        started_at:
+          type: [string, "null"]
+          format: date-time
+        finished_at:
+          type: [string, "null"]
+          format: date-time
+        nodes:
+          type: [array, "null"]
+          items:
+            $ref: "#/components/schemas/LandscapeRunNode"
+
+    LandscapeRunPage:
+      type: object
+      required: [data, page, page_size, total, total_pages]
+      properties:
+        data:
+          type: array
+          items:
+            $ref: "#/components/schemas/LandscapeRun"
+        page:
+          type: integer
+        page_size:
+          type: integer
+        total:
+          type: integer
+        total_pages:
+          type: integer
+
+    LandscapeResult:
+      type: object
+      description: One computed output group of the graph and its latest layer.
+      required: [group, title, node, group_id, latest, cog_url, sld_url]
+      properties:
+        group:
+          type: string
+          description: Dataset group code, e.g. `lp-v1-conservative`.
+        title:
+          type: string
+        node:
+          type: string
+          description: Code of the graph node producing this group.
+        group_id:
+          type: string
+          format: uuid
+        latest:
+          oneOf:
+            - $ref: "#/components/schemas/DatasetSummary"
+            - type: "null"
+          description: The freshest `ready` raster of the group, if any.
+        cog_url:
+          type: [string, "null"]
+          description: "`/datasets/{id}.cog` for `latest`, or null."
+        sld_url:
+          type: [string, "null"]
+          description: >-
+            `/dataset-groups/{group_id}/sld` when the group has an SLD, else
+            null.

build/package/Dockerfile

@@ -1,8 +1,9 @@
 # Build context is the repo root: docker build -f build/package/Dockerfile .
 FROM golang:1.26-alpine AS builder
 
-# godal (GDAL bindings) needs cgo, a C toolchain and the GDAL headers.
+# godal (GDAL bindings) needs cgo, a C/C++ toolchain and the GDAL headers.
-RUN apk add --no-cache gdal-dev gcc musl-dev pkgconfig
+# g++ is required: parts of the binding compile as C++ against GDAL's headers.
+RUN apk add --no-cache gdal-dev gcc g++ musl-dev pkgconfig
 
 WORKDIR /src
 
@@ -12,7 +13,9 @@ RUN go mod download
 COPY . .
 RUN CGO_ENABLED=1 GOOS=linux go build -trimpath -o /out/gis ./cmd/gis
 
-FROM alpine:3.22
+# Must match the builder's Alpine release (golang:1.26-alpine is Alpine 3.24):
+# an older base ships a different libgdal soname and the binary will not start.
+FROM alpine:3.24
 
 # gdal: shared library for godal (raster math in the worker).
 # gdal-tools: gdal_translate / gdalinfo (COG conversion) and ogr2ogr.

internal/app/app.go

@@ -12,6 +12,7 @@ import (
 	"gis/api"
 	"gis/internal/config"
 	"gis/internal/domain"
+	"gis/internal/landscape"
 	"gis/internal/messaging/rabbitmq"
 	"gis/internal/parser"
 	"gis/internal/platform/logger"
@@ -39,6 +40,7 @@ type App struct {
 	categories *service.CategoryService
 	datasets   *service.DatasetService
 	groups     *service.DatasetGroupService
+	landscape  *service.LandscapeService
 	eventRepo  *postgres.EventRepository
 }
 
@@ -72,8 +74,13 @@ func New(ctx context.Context) (*App, error) {
 	groupRepo := postgres.NewDatasetGroupRepository(pool)
 	eventRepo := postgres.NewEventRepository(pool)
 
+	lpRepo := postgres.NewLandscapeRepository(pool)
+
 	publisher := rabbitmq.NewPublisher(rabbit)
 	jobPublisher := rabbitmq.NewDatasetJobPublisher(publisher)
+	lpJobs := rabbitmq.NewLandscapeJobPublisher(publisher)
+
+	datasetsSvc := service.NewDatasetService(datasetRepo, store, categoryRepo, groupRepo, jobPublisher, parser.Columns, parser.Rows, raster.NewGDALConverter())
 
 	return &App{
 		Cfg:        cfg,
@@ -83,9 +90,13 @@ func New(ctx context.Context) (*App, error) {
 		rabbit:     rabbit,
 		publisher:  publisher,
 		categories: service.NewCategoryService(categoryRepo),
-		datasets:   service.NewDatasetService(datasetRepo, store, categoryRepo, groupRepo, jobPublisher, parser.Columns, parser.Rows, raster.NewGDALConverter()),
+		datasets:   datasetsSvc,
 		groups:     service.NewDatasetGroupService(groupRepo, datasetRepo, store),
-		eventRepo:  eventRepo,
+		landscape: service.NewLandscapeService(
+			lpRepo, datasetRepo, groupRepo, categoryRepo, datasetsSvc, store,
+			lpJobs, raster.NewGodalIO(), landscape.Compute, log,
+		),
+		eventRepo: eventRepo,
 	}, nil
 }
 
@@ -108,6 +119,7 @@ func (a *App) Handler() stdhttp.Handler {
 		Categories:    transporthttp.NewCategoryHandler(a.categories, validate),
 		Datasets:      transporthttp.NewDatasetHandler(a.datasets, validate),
 		DatasetGroups: transporthttp.NewDatasetGroupHandler(a.groups, validate),
+		Landscape:     transporthttp.NewLandscapeHandler(a.landscape, validate),
 		OpenAPISpec:   api.Spec,
 	})
 }
@@ -124,10 +136,20 @@ func (a *App) Consumers() []*rabbitmq.Consumer {
 		a.PropertiesConsumer(),
 		a.ExtractConsumer(),
 		a.ConvertConsumer(),
+		a.LandscapeConsumer(),
 		a.ExampleConsumer(),
 	}
 }
 
+// LandscapeConsumer builds the Landscape Program run consumer.
+func (a *App) LandscapeConsumer() *rabbitmq.Consumer {
+	handler := rabbitmq.NewLandscapeRunHandler(a.landscape, a.Log)
+	return rabbitmq.NewConsumer(
+		a.rabbit, rabbitmq.LandscapeRunQueue, rabbitmq.LandscapeRunRoutingKey,
+		"gis-landscape-runner", handler, a.Log,
+	)
+}
+
 // PropertiesConsumer builds the plain-vector properties-extraction consumer.
 func (a *App) PropertiesConsumer() *rabbitmq.Consumer {
 	handler := rabbitmq.NewPropertiesHandler(a.datasets, a.Log)

internal/cli/worker.go

@@ -15,7 +15,7 @@ var publishExample bool
 
 var workerCmd = &cobra.Command{
 	Use:   "worker",
-	Short: "Run the RabbitMQ consumers (dataset parsing + example)",
+	Short: "Run the RabbitMQ consumers (dataset processing, landscape runs + example)",
 	RunE: func(cmd *cobra.Command, args []string) error {
 		ctx, cancel := signalContext()
 		defer cancel()

internal/transport/http/landscape_handler.go

@@ -0,0 +1,170 @@
+package http
+
+import (
+	"net/http"
+
+	"gis/internal/landscape"
+	"gis/internal/service"
+	"gis/pkg/httputil"
+
+	"github.com/go-chi/chi/v5"
+	"github.com/go-playground/validator/v10"
+	"github.com/google/uuid"
+)
+
+// LandscapeHandler serves the /landscape routes.
+type LandscapeHandler struct {
+	svc      *service.LandscapeService
+	validate *validator.Validate
+}
+
+// NewLandscapeHandler returns a LandscapeHandler.
+func NewLandscapeHandler(svc *service.LandscapeService, validate *validator.Validate) *LandscapeHandler {
+	return &LandscapeHandler{svc: svc, validate: validate}
+}
+
+// Register mounts the Landscape Program routes on r.
+func (h *LandscapeHandler) Register(r chi.Router) {
+	r.Get("/slots", h.slots)
+	r.Post("/slots/{code}", h.uploadSlot)
+	r.Get("/runs", h.listRuns)
+	r.Post("/runs", h.createRun)
+	r.Get("/runs/{id}", h.getRun)
+	r.Get("/results", h.results)
+}
+
+// runRequest is the body of POST /landscape/runs. Overrides are decoded as
+// strings so a malformed id is a 422 instead of a 400 on the whole body.
+type runRequest struct {
+	FromStage *int              `json:"from_stage" validate:"omitempty,gte=0,lte=3"`
+	Overrides map[string]string `json:"overrides" validate:"omitempty,dive,uuid"`
+	Params    *landscape.Params `json:"params"`
+}
+
+// slots lists every leaf input slot with the dataset currently filling it.
+func (h *LandscapeHandler) slots(w http.ResponseWriter, r *http.Request) {
+	slots, err := h.svc.Slots(r.Context())
+	if err != nil {
+		respondDomainError(w, err)
+		return
+	}
+	httputil.WriteJSON(w, http.StatusOK, slots)
+}
+
+// uploadSlot stores a raster in the slot's dataset group under the landscape
+// category. An unknown slot code yields 404.
+func (h *LandscapeHandler) uploadSlot(w http.ResponseWriter, r *http.Request) {
+	code := chi.URLParam(r, "code")
+
+	if err := r.ParseMultipartForm(maxUploadBytes); err != nil {
+		httputil.WriteError(w, http.StatusBadRequest, "request must be multipart/form-data")
+		return
+	}
+
+	file, header, err := r.FormFile("file")
+	if err != nil {
+		httputil.WriteError(w, http.StatusBadRequest, "file is required")
+		return
+	}
+	defer file.Close()
+
+	contentType := header.Header.Get("Content-Type")
+	if contentType == "" {
+		contentType = "image/tiff"
+	}
+
+	dataset, err := h.svc.UploadToSlot(r.Context(), code, service.SlotUploadInput{
+		Filename:    header.Filename,
+		ContentType: contentType,
+		Size:        header.Size,
+		Reader:      file,
+		Name:        r.FormValue("name"),
+		StartDate:   optionalFormValue(r, "start_date"),
+		EndDate:     optionalFormValue(r, "end_date"),
+	})
+	if err != nil {
+		respondDomainError(w, err)
+		return
+	}
+	httputil.WriteJSON(w, http.StatusCreated, dataset)
+}
+
+// createRun queues a Landscape Program run and returns it with 202 Accepted;
+// the worker executes it asynchronously.
+func (h *LandscapeHandler) createRun(w http.ResponseWriter, r *http.Request) {
+	req, err := httputil.DecodeJSON[runRequest](w, r)
+	if err != nil {
+		httputil.WriteError(w, http.StatusBadRequest, "invalid request body")
+		return
+	}
+	if err := h.validate.Struct(req); err != nil {
+		httputil.WriteValidationErrors(w, err)
+		return
+	}
+
+	overrides := make(map[string]uuid.UUID, len(req.Overrides))
+	for group, raw := range req.Overrides {
+		id, err := uuid.Parse(raw)
+		if err != nil {
+			httputil.WriteError(w, http.StatusUnprocessableEntity, "overrides["+group+"] must be a valid UUID")
+			return
+		}
+		overrides[group] = id
+	}
+
+	in := service.RunInput{FromStage: req.FromStage, Overrides: overrides}
+	if req.Params != nil {
+		in.Params = *req.Params
+	}
+
+	run, err := h.svc.CreateRun(r.Context(), in)
+	if err != nil {
+		respondDomainError(w, err)
+		return
+	}
+	httputil.WriteJSON(w, http.StatusAccepted, run)
+}
+
+// listRuns returns a page of runs, newest first.
+func (h *LandscapeHandler) listRuns(w http.ResponseWriter, r *http.Request) {
+	page, ok := parsePositiveIntQuery(w, r, "page", 1)
+	if !ok {
+		return
+	}
+	pageSize, ok := parsePositiveIntQuery(w, r, "page_size", service.DefaultPageSize)
+	if !ok {
+		return
+	}
+
+	result, err := h.svc.ListRuns(r.Context(), page, pageSize)
+	if err != nil {
+		respondDomainError(w, err)
+		return
+	}
+	httputil.WriteJSON(w, http.StatusOK, newPaginated(result.Items, result.Page, result.PageSize, result.Total))
+}
+
+// getRun returns one run with its per-node execution state.
+func (h *LandscapeHandler) getRun(w http.ResponseWriter, r *http.Request) {
+	id, ok := parseUUIDParam(w, r, "id")
+	if !ok {
+		return
+	}
+	run, err := h.svc.GetRun(r.Context(), id)
+	if err != nil {
+		respondDomainError(w, err)
+		return
+	}
+	httputil.WriteJSON(w, http.StatusOK, run)
+}
+
+// results lists every output group with its freshest ready dataset and the URLs
+// to render it.
+func (h *LandscapeHandler) results(w http.ResponseWriter, r *http.Request) {
+	results, err := h.svc.Results(r.Context())
+	if err != nil {
+		respondDomainError(w, err)
+		return
+	}
+	httputil.WriteJSON(w, http.StatusOK, results)
+}

internal/transport/http/landscape_handler_test.go

@@ -0,0 +1,120 @@
+package http
+
+import (
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+
+	"github.com/go-chi/chi/v5"
+	"github.com/go-playground/validator/v10"
+)
+
+// newLandscapeTestHandler builds a handler with a nil service: every case below
+// is rejected while parsing or validating the request, before the service is
+// reached.
+func newLandscapeTestHandler() *LandscapeHandler {
+	return NewLandscapeHandler(nil, validator.New(validator.WithRequiredStructEnabled()))
+}
+
+func postRun(t *testing.T, body string) *httptest.ResponseRecorder {
+	t.Helper()
+	req := httptest.NewRequest(http.MethodPost, "/landscape/runs", strings.NewReader(body))
+	req.Header.Set("Content-Type", "application/json")
+	rec := httptest.NewRecorder()
+	newLandscapeTestHandler().createRun(rec, req)
+	return rec
+}
+
+func TestCreateRunInvalidJSON(t *testing.T) {
+	rec := postRun(t, `{"from_stage":`)
+	if rec.Code != http.StatusBadRequest {
+		t.Fatalf("status = %d, want %d (body %s)", rec.Code, http.StatusBadRequest, rec.Body.String())
+	}
+}
+
+func TestCreateRunUnknownField(t *testing.T) {
+	// DecodeJSON rejects unknown fields, so a typo is a 400 rather than a
+	// silently ignored option.
+	rec := postRun(t, `{"from_stages":1}`)
+	if rec.Code != http.StatusBadRequest {
+		t.Fatalf("status = %d, want %d (body %s)", rec.Code, http.StatusBadRequest, rec.Body.String())
+	}
+}
+
+func TestCreateRunFromStageOutOfRange(t *testing.T) {
+	rec := postRun(t, `{"from_stage":7}`)
+	if rec.Code != http.StatusUnprocessableEntity {
+		t.Fatalf("status = %d, want %d (body %s)", rec.Code, http.StatusUnprocessableEntity, rec.Body.String())
+	}
+	if !strings.Contains(rec.Body.String(), "FromStage") {
+		t.Fatalf("body %s does not name the offending field", rec.Body.String())
+	}
+}
+
+func TestCreateRunOverrideNotUUID(t *testing.T) {
+	rec := postRun(t, `{"overrides":{"lp-z-lcr":"not-a-uuid"}}`)
+	if rec.Code != http.StatusUnprocessableEntity {
+		t.Fatalf("status = %d, want %d (body %s)", rec.Code, http.StatusUnprocessableEntity, rec.Body.String())
+	}
+}
+
+func TestUploadSlotRequiresMultipart(t *testing.T) {
+	req := httptest.NewRequest(http.MethodPost, "/landscape/slots/lp-z-lcr", strings.NewReader(`{}`))
+	req.Header.Set("Content-Type", "application/json")
+	rec := httptest.NewRecorder()
+	newLandscapeTestHandler().uploadSlot(rec, req)
+
+	if rec.Code != http.StatusBadRequest {
+		t.Fatalf("status = %d, want %d (body %s)", rec.Code, http.StatusBadRequest, rec.Body.String())
+	}
+}
+
+func TestListRunsInvalidPage(t *testing.T) {
+	req := httptest.NewRequest(http.MethodGet, "/landscape/runs?page=0", nil)
+	rec := httptest.NewRecorder()
+	newLandscapeTestHandler().listRuns(rec, req)
+
+	if rec.Code != http.StatusBadRequest {
+		t.Fatalf("status = %d, want %d (body %s)", rec.Code, http.StatusBadRequest, rec.Body.String())
+	}
+}
+
+func TestGetRunInvalidID(t *testing.T) {
+	req := httptest.NewRequest(http.MethodGet, "/landscape/runs/nope", nil)
+	rec := httptest.NewRecorder()
+	newLandscapeTestHandler().getRun(rec, req)
+
+	if rec.Code != http.StatusBadRequest {
+		t.Fatalf("status = %d, want %d (body %s)", rec.Code, http.StatusBadRequest, rec.Body.String())
+	}
+}
+
+// TestRegisterMountsRoutes checks the route table itself: every path reaches a
+// handler (405/404 would mean it is not mounted). Each request is one that is
+// rejected before the service is used.
+func TestRegisterMountsRoutes(t *testing.T) {
+	r := chi.NewRouter()
+	r.Route("/landscape", newLandscapeTestHandler().Register)
+
+	cases := []struct {
+		method, path, body, contentType string
+		want                            int
+	}{
+		{http.MethodPost, "/landscape/runs", `{`, "application/json", http.StatusBadRequest},
+		{http.MethodPost, "/landscape/slots/lp-z-lcr", `{}`, "application/json", http.StatusBadRequest},
+		{http.MethodGet, "/landscape/runs?page=0", "", "", http.StatusBadRequest},
+		{http.MethodGet, "/landscape/runs/nope", "", "", http.StatusBadRequest},
+	}
+	for _, c := range cases {
+		req := httptest.NewRequest(c.method, c.path, strings.NewReader(c.body))
+		if c.contentType != "" {
+			req.Header.Set("Content-Type", c.contentType)
+		}
+		rec := httptest.NewRecorder()
+		r.ServeHTTP(rec, req)
+		if rec.Code != c.want {
+			t.Errorf("%s %s: status = %d, want %d (body %s)", c.method, c.path, rec.Code, c.want, rec.Body.String())
+		}
+	}
+}

internal/transport/http/router.go

@@ -16,7 +16,9 @@ type RouterDeps struct {
 	Datasets   *DatasetHandler
 	// DatasetGroups serves the /dataset-groups routes.
 	DatasetGroups *DatasetGroupHandler
-	OpenAPISpec   []byte
+	// Landscape serves the /landscape routes.
+	Landscape   *LandscapeHandler
+	OpenAPISpec []byte
 }
 
 // NewRouter builds the application's HTTP handler with middleware and routes.
@@ -40,6 +42,7 @@ func NewRouter(deps RouterDeps) http.Handler {
 	r.Route("/categories", deps.Categories.Register)
 	r.Route("/datasets", deps.Datasets.Register)
 	r.Route("/dataset-groups", deps.DatasetGroups.Register)
+	r.Route("/landscape", deps.Landscape.Register)
 
 	return r
 }