diff --git a/index.js b/index.js
index 0164459..a1f04cc 100644
--- a/index.js
+++ b/index.js
@@ -641,7 +641,7 @@ osmtogeojson = function( data, options, featureCallback ) {
               role: m.role,
               way: way,
               nodes: way.nodes.filter(function(n) {
-                if (n !== undefined)
+                if (n !== undefined && n.lon !== undefined && n.lat !== undefined)
                   return true;
                 is_tainted = true;
                 if (options.verbose) console.warn('Route', rel.type+'/'+rel.id,  'tainted by a way', m.type+'/'+m.ref, 'with a missing node');
@@ -649,7 +649,9 @@ osmtogeojson = function( data, options, featureCallback ) {
               })
             };
           });
-          members = _.compact(members);
+          members = _.compact(members).filter(function(m) {
+            return m.nodes.length;
+          });
           // construct connected linestrings
           var linestrings;
           linestrings = join(members);
@@ -762,7 +764,7 @@ osmtogeojson = function( data, options, featureCallback ) {
               role: m.role || "outer",
               way: way,
               nodes: way.nodes.filter(function(n) {
-                if (n !== undefined)
+                if (n !== undefined && n.lon !== undefined && n.lat !== undefined)
                   return true;
                 is_tainted = true;
                 if (options.verbose) console.warn('Multipolygon', mp_geometry+'/'+mp_id,  'tainted by a way', m.type+'/'+m.ref, 'with a missing node');
@@ -770,7 +772,9 @@ osmtogeojson = function( data, options, featureCallback ) {
               })
             };
           });
-          members = _.compact(members);
+          members = _.compact(members).filter(function(m) {
+            return m.nodes.length;
+          });
           // construct outer and inner rings
           var outers, inners;
           outers = join(members.filter(function(m) {return m.role==="outer";}));
@@ -903,7 +907,7 @@ osmtogeojson = function( data, options, featureCallback ) {
       ways[i].hidden = false;
       var coords = new Array();
       for (j=0;j<ways[i].nodes.length;j++) {
-        if (typeof ways[i].nodes[j] == "object")
+        if (typeof ways[i].nodes[j] == "object" && typeof ways[i].nodes[j].lon != "undefined" && typeof ways[i].nodes[j].lat != "undefined")
           coords.push([+ways[i].nodes[j].lon, +ways[i].nodes[j].lat]);
         else {
           if (options.verbose) console.warn('Way',ways[i].type+'/'+ways[i].id,'is tainted by an invalid node');
diff --git a/osmtogeojson.js b/osmtogeojson.js
index 9cb6e90..c93b8cb 100644
--- a/osmtogeojson.js
+++ b/osmtogeojson.js
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/test/osm.test.js b/test/osm.test.js
index 613d5b7..32ef1bb 100644
--- a/test/osm.test.js
+++ b/test/osm.test.js
@@ -2835,6 +2835,101 @@ describe("tainted data", function () {
 
 });
 
+describe("references without coordinates", function() {
+  // ignore references to missing node coordinates
+  it("way with nodes missing coordinates", function() {
+    var json = { elements: [
+      { type: "way", id: 1, nodes: [2, 3, 4] },
+      { type: "node", id: 2 },
+      { type: "node", id: 3 },
+      { type: "node", id: 4 },
+    ] };
+    var result = osmtogeojson(json, {flatProperties: false});
+    expect(result).property("features").empty();
+  });
+  // ignore references to ways which have no geometry
+  it("line relation with ways missing nodes", function() {
+    var json = {
+      "elements": [
+        { "type": "relation", "id": 1, "members": [
+          { "type": "way", "ref": 2, "role": "" },
+          { "type": "way", "ref": 3, "role": "" }
+        ], "tags": { "type": "route" } },
+        { "type": "way", "id": 2, "nodes": [4, 5] },
+        { "type": "way", "id": 3, "nodes": [6, 7] }
+      ]
+    };
+    var result = osmtogeojson(json, {flatProperties: false});
+    expect(result).property("features").empty();
+  });
+  it("area relation with ways missing nodes", function() {
+    var json = {
+      "elements": [
+        { "type": "relation", "id": 1, "members": [
+          { "type": "way", "ref": 2, "role": "outer" },
+          { "type": "way", "ref": 3, "role": "outer" }
+        ], "tags": { "type": "multipolygon" } },
+        { "type": "way", "id": 2, "nodes": [4, 5, 5, 4] },
+        { "type": "way", "id": 3, "nodes": [6, 7, 7, 6] },
+      ]
+    };
+    var result = osmtogeojson(json, {flatProperties: false});
+    expect(result).property("features").empty();
+  });
+  it("another way", function() {
+    var json = {
+      elements: [
+        { type: 'way', id: 1, nodes: [ 2, 3, 4 ] },
+        { type: 'node', id: 2, lon: 2, lat: 2 },
+        { type: 'node', id: 3 },
+        { type: 'node', id: 4, lon: 4, lat: 4 }
+      ]
+    };
+    var result = osmtogeojson(json, {flatProperties: false});
+    expect(result.features[0].properties).property("tainted", true);
+    expect(result.features[0]).property("geometry").eql({
+      type: 'LineString',
+      coordinates: [ [ 2, 2 ], [ 4, 4 ] ],
+    });
+  });
+  it("line relation has ways and nodes but no coordinates", function() {
+    var json = {
+      "elements": [
+        { "type": "relation", "id": 1, "members": [
+          { "type": "way", "ref": 2, "role": "" },
+          { "type": "way", "ref": 3, "role": "" }
+        ], "tags": { "type": "route" } },
+        { "type": "way", "id": 2, "nodes": [4, 5] },
+        { "type": "way", "id": 3, "nodes": [6, 7] },
+        { "type": "node", "id": 4 },
+        { "type": "node", "id": 5 },
+        { "type": "node", "id": 6 },
+        { "type": "node", "id": 7 },
+      ]
+    };
+    var result = osmtogeojson(json, {flatProperties: false});
+    expect(result).property("features").empty();
+  });
+  it("area relation has ways and nodes but no coordinates", function() {
+    var json = {
+      "elements": [
+        { "type": "relation", "id": 1, "members": [
+          { "type": "way", "ref": 2, "role": "outer" },
+          { "type": "way", "ref": 3, "role": "outer" }
+        ], "tags": { "type": "multipolygon" } },
+        { "type": "way", "id": 2, "nodes": [4, 5, 5, 4] },
+        { "type": "way", "id": 3, "nodes": [6, 7, 7, 6] },
+        { "type": "node", "id": 4 },
+        { "type": "node", "id": 5 },
+        { "type": "node", "id": 6 },
+        { "type": "node", "id": 7 },
+      ]
+    };
+    var result = osmtogeojson(json, {flatProperties: false});
+    expect(result).property("features").empty();
+  });
+});
+
 describe("other", function () {
   //
   it("sideeffects", function () {